google-plus
utulsa.edu

Sandip Sen PhD

Professor of Computer Science College of Engineering & Natural Sciences
Tandy School of Computer Science
918-631-2985
sandip-sen@utulsa.edu
http://sandip.ens.utulsa.edu/
Curriculum Vitae [PDF]
faculty-photo

Biography

Sandip Sen is a Professor of Computer Science at the University of Tulsa with primary research interests in multiagent systems, machine learning, and genetic algorithms. He leads the MultiAgent System Research (MASTERS) group in the Tandy School of Computer Science. He completed his PhD in the area of intelligent, distributed scheduling from the University of Michigan in December, 1993. He has authored approximately 300 papers in workshops, conferences, and journals in several areas of artificial intelligence. In 1997 he received the prestigious CAREER award given to outstanding young faculty by the National Science Foundation. He has served on the program committees of most major national and international conferences in the field of intelligent agents including AAAI, IJCAI, ICMAS, AA, AAMAS, ICGA, etc. He served as the co-chair of the Program Committee of the 5th International Conference on Autonomous Agents held in Montreal Canada in 2001 and as a General Co-Chair of AAMAS-2010 held in Toronto, Canada and PRIMA-2012 held in Kuching, Malaysia. He regularly reviews papers for major AI journals and serves on the panels of the NSF and national funding agencies in other countries for evaluating agent systems related projects. He has chaired multiple workshops and symposia on agent learning and reasoning. He has presented several tutorials on different multiagent systems topics in association with the leading international conferences on autonomous agents and multiagent systems. In 2014, the Association for the Advancement for Artificial Intelligence (AAAI) awarded him a Senior Member status for his significant research achievements and contribution to the field of AI and for his service to AAAI.


Ph.D., University of Michigan
M.S., University of Alabama
B.S., Jadavpur University


Artificial Intelligence
Intelligent Agents
Multiagent Systems
Machine Learning
Evolutionary Computation

Artificial Intelligence
Algorithms and Problem Solving
Database Systems
Machine Learning
Intelligent Agents


The following may be selected publications rather than a comprehensive list.

Journal Articles


Liu, Y., Zhang, J., An, B., & Sen, S. (2015). A simulation framework for measuring robustness of incentive mechanisms and its implementation in reputation systems. Autonomous Agents and Multi-Agent Systems, 1–20.

Yucel, O., Crawford, C., & Sen, S. (2015). Evolving effective behaviours to interact with tag-based populations. Connection Science, (ahead-of-print), 1–17.

Bajaj, A., & Sen, S. (2014). Simulating the Effect of Social Network Structure on Workflow Efficiency Performance. Social Networking, 3, 32–40.

Olsen, J., & Sen, S. (2014). On the rationality of cycling in the Theory of Moves framework. Connection Science, 26(2), 141–160.

Airiau, S., Sen, S., & Villatoro, D. (2014). Emergence of conventions through social learning. Autonomous Agents and Multi-Agent Systems, 28(5), 779–804.

Olsen, J., & Sen, S. (2014). Discovery, utilisation and analysis of credible threats for 2$$ 2 incomplete information games in the Theory of Moves framework. Connection Science, 26(2), 123–140.

Debnath, S. K., & Sen, S. (2013). Pattern of stress-strain accumulation due to a long dipslip fault movement in a viscoelastic layered model of the lithosphere–asthenosphere system. International Journal of Applied Mechanics and Engineering, 18(3), 653–670.

Villatoro, D., Sabater-Mir, J., & Sen, S. (2013). Robust convention emergence in social networks through self-reinforcing structures dissolution. ACM Transactions on Autonomous and Adaptive Systems (TAAS), 8(1), 2.

Hafizoglu, F., & Sen, S. (2012). Patterns of Migration and Adoption of Choices By Agents in Communities. Citeseer.

Mistry, O., & Sen, S. (2012). Tag recommendation for social bookmarking: Probabilistic approaches. Multiagent and Grid Systems, 8(2), 143–163.

Villatoro, D., Sabater-Mir, J., & Sen, S. (2011). Social instruments for robust convention emergence. IJCAI, 11, 420–425.

Villatoro, D., Sen, S., & Sabater-Mir, J. (2011). Exploring the dimensions of convention emergence in multiagent systems. Advances in Complex Systems, 14(02), 201–227.

Mukherjee, P., & Sen, S. (2011). Comparing reputation schemes for detecting malicious nodes in sensor networks. The Computer Journal, 54(3), 482–489.

Nelson, C., Brummel, B., Grove, F., Jorgenson, N., Sen, S., & Gamble, R. (2010). Measuring creativity in software development.

Villatoro, D., Sen, S., & Sabater-Mir, J. (2010). Of social norms and sanctioning: A game theoretical overview. International Journal of Agent Technologies and Systems (IJATS), 2(1), 1–15.

Grove, F., Jorgenson, N., Brummel, B., Sen, S., & Gamble, R. (2010). Adapting rewards to encourage creativity. Multi-Agent Systems for Education and Interactive Entertainment: Design, Use and Experience: Design, Use and Experience, 51.

Airiau, S., Padgham, L., Sardina, S., & Sen, S. (2010). Enhancing the adaptation of BDI agents using learning techniques. Developments in Intelligent Agent Technologies and Multi-Agent Systems: Concepts and Applications: Concepts and Applications, 78.

Sen, S. (2010). Using agent model to find efficient envy-free allocation of a continuously divisible good between two agents. International Journal of Artificial Intelligence, 4(S10), 21–34.

van der Hoek, W., Kaminka, G., Lespérance, Y., Luck, M., & Sen, S. (2010). Workshop 1 Agent Communication.

Grove, F., Jorgenson, N., Sen, S., & Gamble, R. (2010). Software Engineering Rewards for Brainstorming Online (${$SEREBRO$}$).

Airiau, S., & Sen, S. (2010). Distributed computation of Kernel-stable coalition payoff distributions. Proceedings of the 1st Workshop on Cooperative Games in Multiagent Systems (CoopMAS-2010), Toronto, Canada.

Gürsel, A., Sen, S., & Candale, T. (2009). Stability in referral systems. Multiagent and Grid Systems, 5(1), 19–36.

Gamble, R., Sen, S., Brummel, B., Grove, F., Jorgenson, N., Guernsey, D., & Hughes, J. (2009). The SEREBRO project: Fostering creativity through collaboration and rewards. EDUMas Workshop, Part of 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2009).

Villatoro, D., Malone, N., & Sen, S. (2009). Effects of interaction history and network topology on rate of convention emergence. Proceedings of 3rd International Workshop on Emergent Intelligence on Networked Agents, 13–19.

Sen, S. (2009). Improving search in social networks by agent based mining.

Mukherjee, P., Sen, S., & Airiau, S. (2009). Norm emergence with biased agents.

Sen, S., Mishra, S. C., Sarkar, S., & Biswas, A. (2008). Extension of Paris Equation & Its Application in the Study of Fatifue Process.

Gursel, A., Mistry, O., & Sen, S. (2008). Robust Trust Mechanisms for Monitoring Aggregator Nodes in Sensor Networks. International Workshop on Agent Technology for Sensor Networks, Estoril.

Erete, I., Ferguson, E., & Sen, S. (2008). Learning Task-Specific Trust Decisions (Short Paper). Citeseer.

Airiau, S., Padgham, L., Sardina, S., & Sen, S. (2008). Incorporating learning in bdi agents. Workshop 19: Adaptive and Learning Agents, 49.

Mukherjee, P., Sen, S., & Airiau, S. (2007). Norm emergence in spatially constrained interactions. Working Notes of the Adaptive and Learning Agents Workshop at AAMAS, 7, 2–6.

Saha, S., & Sen, S. (2007). An Efficient Protocol for Negotiation over Multiple Indivisible Resources. IJCAI, 7, 1494–1499.

Sen, S., Saha, S., & Hernandez, K. (2007). Buyer agent to enhance consumer awareness: SAATHI. Electronic Commerce Research and Applications, 6(2), 209–218.

Chakraborty, D., & Sen, S. (2007). Detecting deviations from joint plans in cooperative multi-agent systems.

Airiau, S., Saha, S., & Sen, S. (2007). Evolutionary tournament-based comparison of learning and non-learning algorithms for iterated games. Journal of Artificial Societies and Social Simulation, 10(3), 7.

Sen, S., Gursel, A., & Airiau, S. (2007). Learning to identify beneficial partners. Working Notes of the Adaptive and Learning Agents Workshop at AAMAS, 7.

Banerjee, D., & Sen, S. (2007). Reaching pareto-optimality in prisoner’s dilemma using conditional joint action learning. Autonomous Agents and Multi-Agent Systems, 15(1), 91–108.

Sen, S., & Airiau, S. (2007). Emergence of Norms through Social Learning. IJCAI, 1507, 1512.

Mukherjee, P., & Sen, S. (2007). Detecting malicious sensor nodes from learned data patterns. Working Notes of the Agent Technology for Sensor Networks Workshop at AAMAS, 7.

Tuyls, K., Verbeeck, K., Sen, S., & others. (2006). Learning and Adaptation in Multi-Agent Systems. Lecture Notes in Computer Science, 3898.

Candale, T., & Sen, S. (2006). A comparison of bidding strategies for simultaneous auctions. ACM SIGecom Exchanges, 5(5), 41–48.

Sen, S., Goswami, I., & Airiau, S. (2006). Expertise and trust-based formation of effective coalitions: an evaluation of the art testbed. The Workshop on Trust in Agent Societies at The Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-2006), Hakodate, Japan, May, 9, 71–78.

Garci’a-Barriocanal, E., Sicilia, M. A., Sanchez-Alonso, S., Andre, E., Sen, S., Frasson, C., & others. (2005). Knowl. Org. 32 (2005) No. l 9. Knowledge Organization: KO., 32, 9.

SAHA, S., & Sen, S. (2005). Inteligent manufacturing control: Inteligent manufacturing control. IEEE Intelligent Systems, 20(1), 36–41.

Saha, S., & Sen, S. (2005). Aggressive pricing to exploit market niches in supply chains. Intelligent Systems, IEEE, 20(1), 36–41.

Sen, S., Dutta, P., & Debnath, S. (2005). CHAYANI: A shopper’s assistant. Journal of Intelligent Systems, 14(1), 3–24.

Banerjee, D., & Sen, S. (2005). Convergence to Pareto Optimality in General Sum Games via Learning Opponent’s Preference. Proc. AAMAS, 6, 43–49.

Candale, T., & Sen, S. (2005). Fast convergence to satisfying distributions. INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 19, 1657.

McGlohon, M., & Sen, S. (2005). Learning to cooperate in multi-agent systems by combining Q-learning and evolutionary strategy. International Journal on Lateral Computing, 1(2), 58–64.

Sen, S., Candale, T., & Basak, S. (2005). Profit sharing auction. PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, 20(1), 170.

McDonald, A., & Sen, S. (2004). Analyzing the effects of tags on promoting cooperation in Prisoner’s Dilemma. AAAI 2004 Fall Symposium on Artificial Multi-Agent Learning Symposium.

Soh, L.-K., Anderson, J., Anderson, J., Tanner, B., Baltes, J., Banerjee, D., … others. (2004). Forming and Maintaining Coalitions & Teams in Adaptive Multiagent Systems. AAAI Workshop, San Jose CA.

Banerjee, B., Sen, S., & Peng, J. (2004). On-policy concurrent reinforcement learning. Journal of Experimental & Theoretical Artificial Intelligence, 16(4), 245–260.

Airiau, S., Saha, S., & Sen, S. (2004). Dynamics of strategy distribution in iterated games.

Banerjee, D., Saha, S., & Sen, S. (2004). Expertise Selection by Predicting Mutually Beneficial Partnerships.

Ghosh, A., & Sen, S. (2004). Learning TOMs: Towards Non-Myopic Equilibria.

Saha, S., & Sen, S. (2004). Agent based framework for content based image retrieval. Proceedings of AAAI Spring Symposium on Interaction Between Humans and Autonomous Systems over Extended Operation. Stanford University, USA.

Sen, S., Saha, S., & Dutta, P. S. (2004). Web Query Reformulation by Knowledgeable Agents. PROCEEDINGS OF THE IEEE MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, 45, I–659.

Airiau, S., & Sen, S. (2003). Strategic bidding for multiple units in simultaneous and sequential auctions. Group Decision and Negotiation, 12(5), 397–413.

Ghosh, A., & Sen, S. (2003). Learning TOMs: Convergence to Non-Myopic Equilibria. Proceedings of the First International Workshop on Evolutionary Game Theory for Learning in MAS.

Airiau, S., & Sen, S. (2003). Tournament-based comparison of learning and non-leanring strategies in iterated single-stage games. Proceedings of the 5th Workshop on Decision Theoretic and Game Theoretic Agents, 1–6.

Mukherjee, R., Sajja, N., & Sen, S. (2003). A movie recommendation system–an application of voting theory in user modeling. User Modeling and User-Adapted Interaction, 13(1-2), 5–33.

Dutta, P., & Sen, S. (2003). Forming stable partnerships. Cognitive Systems Research, 4(3), 211–221.

Kar, P., Dutta, P., & Sen, S. (2002). Group interactions based on agent opinion. Workshop on" Autonomy, Delegation, and Control: From Inter-Agent to Groups", Eighteenth National Conference on Artificial Intelligence (AAAI-2002), Edmonton, Alberta, Canada, July, 28.

Sen, S., & Sajja, N. (2002). Selecting service providers based on reputation. Proceedings of the AAAI-2002 Workshop on Multi-Agent Modeling and Simulation of Economic Systems.

Sen, S., & Biswas, A. (2002). Study of structural deformation in cyclic loading by using cathode-ray oscilloscope. ICAMMP-2002: International Conference on Advances in Materials Processing, 336–339.

Kar, P., Sen, S., & Dutta, P. (2002). Effect of individual opinions on group interactions. Connection Science, 14(4), 335–344.

Dutta, P., & Sen, S. (2002). Emergence of stable coalitions via negotiation of task exchanges.

Spector, L., Goodman, E., Wu, A., Langdon, W., Voigt, H.-M., Gen, M., … others. (2001). Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2001. Morgan Kaufmann.

Banerjee, B., Sen, S., & Peng, J. (2001). Fast concurrent reinforcement learners. INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 17(1), 825–832.

Damouth, D., Gmytrasiewicz, P., Huber, M., & Sen, S. (2001). Coordination as Distributed Search. Coordination Theory and Collaboration Technology, 67.

Mukherjee, R., & Sen, S. (2001). Towards a pareto-optimal solution in general-sum games. Agents-2001 Workshop on Learning Agents.

Dutta, P., Sen, S., & Mukherjee, R. (2001). Scheduling to be competitive in supply chains. IJCAI Workshop on E-Business and the Intelligent Web.

Drabble, B., Chaudron, L., Tessier, C., Abu-Hakima, S., Willmott, S., Austin, J., … others. (2000). Reports on the AAAI 1999 Workshop Program. AI Magazine, 21(1), 95.

Biswas, A., Sen, S., & Debnath, S. (2000). Limiting deception in groups of social agents. Applied Artificial Intelligence, 14(8), 785–797.

Mukherjee, R., Dutta, P., & Sen, S. (2000). Analysis of domain specific ontologies for agent-oriented information retrieval. AAAI-2000 Workshop on Agent-Oriented Information Systems.

Banerjee, B., Biswas, A., Mundhe, M., Debnath, S., & Sen, S. (2000). Using bayesian networks to model agent relationships. Applied Artificial Intelligence, 14(9), 867–879.

Debnath, S., Sen, S., & Blackstock, B. (2000). LawBot: a multiagent assistant for legal research. IEEE Internet Computing, (6), 32–37.

Banerjee, B., Mukherjee, R., & Sen, S. (2000). Learning mutual trust. Working Notes of AGENTS-00 Workshop on Deception, Fraud and Trust in Agent Societies, 9–14.

Sen, S. (1999). Negotiation: settling conflicts and identifying opportunities. Working Notes of the AAAI-99 Workshop.

Banerjee, B., Debnath, S., & Sen, S. (1999). Using Bayesian network to aid negotiations among agents. Workshop Report, AAAI, 99.

Green, N., Chu-Carroll, J., Kortenkamp, D., Schultz, A., Coen, M., Radev, D., … others. (1999). The AAAI Spring Symposia. AI Magazine, 20(3), 83.

Homb, A., Mundhe, M., Kimsen, S., & Sen, S. (1999). Trip-planner: An agent framework for collaborative trip planning. Proceedings of the AAAI-99 Workshop on Mixed-Initiative Intelligence.

Sen, S., & Weiss, G. (1999). 6 Learning in Multiagent Systems. Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence, 259.

Nadella, R., Arora, N., & Sen, S. (1999). A Testbed for Studying Coordination of Autonomous Agents. MICROCOMPUTER APPLICATIONS-ZURICH-, 18, 49–53.

Sen, S., Dutta, P., & Mukherjee, R. (1999). Agents that represent buyer’s interests in E-commerce. Proceedings of the AAAI-00 Workshop on Knowledge-Based Electronic Markets, USA.

Biswas, A., Debnath, S., & Sen, S. (1999). Believing others: Pros and cons. Proc. IJCAI-99 Workshop “Agents Learning About, From and With Other Agents.

Sen, S., & Durfee, E. (1998). A formal study of distributed meeting scheduling. Group Decision and Negotiation, 7(3), 265–289.

Sen, S. (1998). Evolution and learning in multiagent systems. International Journal of Human-Computer Studies, 48(1), 1–7.

Haynes, T., & Sen, S. (1998). Learning cases to resolve conflicts and improve group behavior. International Journal of Human-Computer Studies, 48(1), 31–49.

Sen, S. (1998). Satisficing models. Proceedings of the 1998 AAAI Symposium. Technical Report SS-98, 5.

Mundher, M., & Sen, S. (1998). Use of voting schemes to tradeoff user preferences. Proceedings of the First Workshop on Recommender Systems, 75–76.

Sen, S., Arora, N., & Roychowdhury, S. (1998). Using limited information to enhance group stability. International Journal of Human-Computer Studies, 48(1), 69–82.

Sen, S., & Sekaran, M. (1998). Individual learning of coordination knowledge. Journal of Experimental & Theoretical Artificial Intelligence, 10(3), 333–356.

Haynes, T., & Sen, S. (1997). The evolution of multiagent coordination strategies. Adaptive Behavior, 315.

Haynes, T., & Sen, S. (1997). Crossover operators for evolving a team. Genetic Programming, 199.

Sen, S. (1997). Developing an automated distributed meeting scheduler. IEEE Expert, 12(4), 41–45.

Gordin, M., Sen, S., & Puppala, N. (1997). Evolving cooperative groups: Preliminary results. Proc. of the AAAI-97 Workshop on Multi-Agent Learning.

Sen, S., & Arora, N. (1997). Learning to take risks. AAAI-97 Workshop on Multiagent Learning, 59–64.

Sen, S. (1997). Multiagent systems: Milestones and new horizons. Trends in Cognitive Sciences, 1(9), 334–340.

Sen, S., Haynes, T., & Arora, N. (1997). Satisfying user preferences while negotiating meetings. International Journal of Human-Computer Studies, 47(3), 407–427.

Gil, Y., Sen, S., Kohane, I., Olivier, P., Nakata, K., Di Eugenio, B., … Nourbakhsh, I. (1996). The 1996 AAAI Spring Symposia Reports. AI Magazine, 17(2), 109.

Sen, S., & Durfee, E. (1996). A contracting model for flexible distributed scheduling. Annals of Operations Research, 65(1), 195–222.

Haynes, T., & Sen, S. (1996). Adaptation using cases in cooperative groups. Working Notes of the AAAI-96 Workshop on Intelligent Adaptive Agents, Portland, OR.

Sen, S., Roychowdhury, S., & Arora, N. (1996). Effects of local information on group behavior. Proceedings of the Second International Conference on Multi-Agent Systems, 315–321.

Sen, S. (1996). IJCAI-95 workshop on adaptation and learning in multiagent systems. AI Magazine, 17(1), 87.

Haynes, T., Lau, K., & Sen, S. (1996). Learning cases to compliment rules for conflict resolution in multiagent systems. Adaptation, Coevolution and Learning in Multiagent Systems: Papers from the 1996 AAAI Spring Symposium, 51–56.

Sen, S. (1996). Modeling human categorization by a simple classi er system. Proceedings of the First Online Workshop on Soft Computing (WSC1), 71–76.

Sen, S. (1996). Reciprocity: a foundational principle for promoting cooperative behavior among self-interested agents. Proceedings of the Second International Conference on Multiagent Systems, 315, 321.

Arora, N., & Sen, S. (1996). Resolving social dilemmas using genetic algorithms. Adaptation, Coevolution and Learning in Multiagent Systems: Papers from the 1996 AAAI Spring Symposium, 1–5.

Haynes, T., & Sen, S. (1996). Co-adaptation in a team. International Journal of Computational Intelligence and Organizations, 1(4), 1–20.

Haynes, T., & Sen, S. (1996). Cooperation of the fittest. Late Breaking Papers at the Genetic Programming Conference, Stanford University, 47–55.

Roychowdhury, S., Arora, N., & Sen, S. (1996). Effects of local information on group behavior. PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, 1406–1406.

Haynes, T., & Sen, S. (1996). Satisfying user preferences while negotiating meetings. Proceedings of the Second International Conference on Multi-Agent Systems (ICMAS-96).

Sen, S., & Durfee, E. (1995). Unsupervised surrogate agents and search bias change in flexible distributed scheduling. Ann Arbor, 1001, 48109.

Haynes, T., Sen, S., Schoenefeld, D., & Wainwright, R. (1995). Evolving a team. Working Notes for the AAAI Symposium on Genetic Programming, 23–30.

Sekaran, M., & Sen, S. (1995). To help or not to help1. Citeseer.

Gamble, R., & Sen, S. (1994). Using Formal Specification to Resolve Conflicts between Contracting Agents. Pro c. AAAI-94Wokshop on Confli c t Management in Cooperative Problem Solving, 33–38.

Sen, S., & Durfee, E. (1994). Adaptive surrogate agents. Proceedings of the 13th International Distributed Artificial Intelligence Workshop.

Sen, S., & Durfee, E. (1994). The role of commitment in cooperative negotiation. International Journal of Intelligent and Cooperative Information Systems, 3(01), 67–81.

Sen, S., & Paul, S. A. N. T. A. N. U. (1993). Stochastic Methods in Distributed Data Allocation. Proc. of Indian Computing Congress, 47–54.

Sen, S., Janakiraman, J., & Paul, S. (1992). Genetic Utility Optimizer. Proc. of the Indian Computing Congress, 31–38.

Sen, S. (1991). Genetic learning of logic functions. Proceedings of the Artificial Neural Networks in Engineering Conference, 83–88.

Sen, S., Banerjee, D., & Biswas, A. (1987). Estimation of Residual Life in Fluctuating Loading Through Resistance Measurement. Trans. Indian Inst. Met., 42.

Blumenthal, H., Parker, G., Moody, J., Liu, Y., Saffell, M., Youn, K., … others. (2017). Adapting Network Structure for Efficient Team Formation/1 Matthew E. Gaston, John Simmons, and Marie desJardins Analyzing the Effects of Tags on Promoting Cooperation in Prisoner’s Dilemma/9 Austin McDonald and Sandip Sen Co-Evolving Team Capture Strategies for Dissimilar Robots/15.

Nadella, R., Arora, N., Sen, S., & Sen, I. (2017). A testbed for studying coordination of autonomous agents: a Java based robotic soccer simulator. Citeseer.

Dutta, P., Sen, S., Soh, L. K., Tsatsoulis, C., Yadgar, O., Kraus, S., … others. (2017). Welcome and Introduction Emergence of Stable Coalitions via Negotiation of Task Exchanges.

Tuyls, K., Verbeeck, K., & Sen, S. (2017). Workshop on Learning and Adaptation in Multi Agent Systems. Citeseer.

Gordin, M., & Sen, S. (2017). Using Observation to Select Complementary Goals.

Sen, S. (2017). Tulsa, OK 74104. Ann Arbor, 1001, 48109.

Saha, S., & Sen, S. (2017). Towards Efficient Outcomes in Multi-issue Negotiation. WORKSHOP ORGANISATION, 17.

Sen, S. (2017). The Influence of a Domain’s Behavioral Laws on On-Line Learning.

Sen, O., & Sen, S. (2017). Solving The Tragedy of the Commons by Adapting Aspiration Levels.

Aitken, S., Akkermans, H., Alexander, P., Altman, R., Arimura, H., Azevedo, R., … others. (2017). Salute to 1998 Reviewers.

Biswas, A., & Sen, S. (2017). Reciprocating with learned models.

Saha, S., & Sen, S. (2017). Predicting Agent Strategy Mix in Heterogeneous Populations. Citeseer.

Brooks, L., & Sen, S. (2017). Performance Metrics and System Behavior: Some Anomalies.

Sen, S. (2017). Of Social Norms and Sanctioning: A Game Theoretical Overview.

Kar, P., Sen, S., & Dutta, P. (2017). Eect of individual opinions on group interactions.

Stone, P., Littman, M., Markovitch, S., Parkes, D., Riedmiller, M., Rovatsos, M., … others. (2017). Eduardo Alonso, City University London Michael Bowling, University of Alberta Enric Plaza, Institut d’Investigació en Intel. ligència Artificial (IIIA), Barcelona.

Koehler, G., Conover, A., Hammell, R., Palla, G., Vicsek, T., Fonseca, A., … others. (2017). Developments in Intelligent Agent Technologies and Multi-Agent Systems: Concepts and Applications.

Haynes, T., & Sen, S. (2017). Department of Mathematical & Computer Sciences The University of Tulsa 600 South College Avenue Tulsa, OK 74104 ${$3189.

Sen, S., & Kar, P. (2017). An Agent-to-Agent Framework for Concept Transfer.

Sen, S., Ridgway, A., & Ripley, M. (2017). Adaptive Budgeted Bandit Algorithms for Trust in a Supply-Chain Setting.

Weiss, G., & Sen, S. (2017). Adaptation and learning in multi-agent systems(Montréal PQ, August 21, 1995). Lecture Notes in Computer Science.

Chakraborty, D., Saha, S., Sen, S., & Clement, B. (2017). Negotiating orbiters: a look into the future.

Sen, S., & Mukherjee, R. (2017). Negotiating efficient envy-free divisions. 2001 AAAI Fall Symposium on Negotiation Methods for Autonomous COoperative Systems, 149–154.

Sen, S. (2017). I would like to thank the members of the organizing committee, the authors, and all participants for making this an instructive and fruitful workshop.

Hafizoglu, F., & Sen, S. (2017). Evaluating Trust Levels in Human-agent Teamwork in Virtual Environments.

Sen, O., & Sen, S. (2017). Effects of Social Network Topology on Norm Emergence.

Book Chapters


Hafizoglu, F., & Sen, S. (2014). Analysis of Fairness and Incentives of Profit Sharing Schemes in Group Buying. In Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets (pp. 70–83). Springer.

Smith, M., Sen, S., & Mailler, R. (2012). Adaptive and non-adaptive distribution functions for DSA. In Principles and Practice of Multi-Agent Systems (pp. 58–73). Springer.

Grove, F., Sen, S., & Mistry, O. (2012). Adaptive choice of behavior and protocol parameters. In Principles and Practice of Multi-Agent Systems (pp. 152–165). Springer.

Hafizoglu, F., & Sen, S. (2012). Analysis of Opinion Spread through Migration and Adoption in Agent Communities. In PRIMA 2012: Principles and Practice of Multi-Agent Systems (pp. 153–167). Springer.

Sen, O., & Sen, S. (2012). Averting the tragedy of the commons by adapting aspiration levels. In Principles and Practice of Multi-Agent Systems (pp. 355–370). Springer.

Mistry, O., & Sen, S. (2012). Probabilistic approaches to tag recommendation in a social bookmarking network. In Principles and Practice of Multi-Agent Systems (pp. 270–287). Springer.

Grove, F., & Sen, S. (2012). TwitAg: a multi-agent feature selection and recommendation framework for Twitter. In Principles and Practice of Multi-Agent Systems (pp. 394–397). Springer.

Grove, F., Jorgenson, N., Brummel, B., Gamble, R., & Sen, S. (2011). Adapting rewards to encourage creativity. In Multi-Agent Systems for Education and Interactive Entertainment: Design, Use and Experience (pp. 51–69). IGI Global.

Sen, S. (2011). Tools for a robust, sustainable agent community. In Agents in Principle, Agents in Practice (pp. 2–2). Springer.

Porter, J., Chakraborty, K., & Sen, S. (2010). Learning to locate trading partners in agent networks. In Adaptive and Learning Agents (pp. 107–122). Springer.

Sen, O., & Sen, S. (2010). Effects of social network topology and options on norm emergence. In Coordination, Organizations, Institutions and Norms in Agent Systems V (pp. 211–222). Springer.

Sen, S. (2010). Finding useful items and links in social and agent networks. In Agents and Data Mining Interaction (pp. 3–3). Springer.

Saha, S., & Sen, S. (2008). Opportunistic Scheduling and Pricing Strategies for Automated Contracting in Supply Chains. In Soft Computing Applications in Business (pp. 179–199). Springer.

Mukherjee, P., & Sen, S. (2008). Using learned data patterns to detect malicious nodes in sensor networks. In Distributed Computing and Networking (pp. 339–344). Springer Berlin Heidelberg.

Sen, S., Saha, S., Airiau, S., Candale, T., Banerjee, D., Chakraborty, D., … Gursel, A. (2007). Robust agent communities. In Autonomous Intelligent Systems: Multi-Agents and Data Mining (pp. 28–45). Springer.

Airiau, S., & Sen, S. (2006). Learning pareto-optimal solutions in 2x2 conflict games. In Learning and Adaption in Multi-Agent Systems (pp. 86–99). Springer.

Chakraborty, D., Saha, S., Sen, S., & Clement, B. (2006). Negotiating monitoring task allocation for orbiters. In Distributed Computing and Networking (pp. 282–287). Springer.

McDonald, A., & Sen, S. (2006). The success and failure of tag-mediated evolution of cooperation. In Learning and adaption in multi-agent systems (pp. 155–164). Springer Berlin Heidelberg.

Candale, T., & Sen, S. (2006). Learning to use referrals to select satisficing service providers. In Innovative Concepts for Autonomic and Agent-Based Systems (pp. 13–22). Springer.

Saha, S., & Sen, S. (2005). A Bayes net approach to argumentation based negotiation. In Argumentation in Multi-Agent Systems (pp. 208–222). Springer.

Ghosh, A., & Sen, S. (2005). Agent-based distributed intrusion alert system. In Distributed Computing-IWDC 2004 (pp. 240–251). Springer.

Candale, T., Erete, I., & Sen, S. (2005). Using inertia and referrals to facilitate satisficing distributions. In Distributed Computing–IWDC 2005 (pp. 572–577). Springer.

Airiau, S., Sen, S., Wolpert, D., & Tumer, K. (2004). Providing effective access to shared resources: a COIN approach. In Engineering Self-Organising Systems (pp. 249–264). Springer.

Saha, S., & Sen, S. (2003). Scheduling to be competitive in supply chains. In Intelligent Systems Design and Applications (pp. 459–468). Springer.

Sen, S., Debnath, S., & Mundhe, M. (2003). Evolving coordinated agents. In Advances in evolutionary computing (pp. 559–577). Springer.

Sen, S., Dutta, P., & Saha, S. (2003). Emergence and stability of collaborations among rational agents. In Cooperative Information Agents VII (pp. 192–205). Springer.

Saha, S., & Sen, S. (2003). Local decision procedures for avoiding the Tragedy of Commons. In Distributed Computing-IWDC 2003 (pp. 311–320). Springer.

Banerje, B., & Sen, S. (2002). Selecting partners. In Game theory and decision theory in agent-based systems (pp. 29–42). Springer.

Nuchia, S., & Sen, S. (2002). Improving optimality of n agent envy-free divisions. In Intelligent Agents VIII (pp. 277–289). Springer.

Mukherjee, R., Banerjee, B., & Sen, S. (2001). Learning mutual trust. In Trust in Cyber-societies (pp. 145–158). Springer.

Sen, S., Biswas, A., & Ghosh, S. (1999). Adaptive choice of information sources. In Intelligent Information Agents (pp. 258–278). Springer.

Nadella, R., & Sen, S. (1997). Correlating internal parameters and external performance: learning soccer agents. In Distributed Artificial Intelligence Meets Machine Learning Learning in Multi-Agent Environments (pp. 137–150). Springer.

Sen, S., Knight, L., & Legg, K. (1997). Prototype based supervised concept learning using genetic algorithms. In Evolutionary Algorithms in Engineering Applications (pp. 223–239). Springer.

Sen, S., & Sekaran, M. (1996). Multiagent coordination with learning classifier systems. In Adaption and Learning in Multi-agent systems (pp. 218–233). Springer.

Haynes, T., & Sen, S. (1996). Evolving behavioral strategies in predators and prey. In Adaption and learning in multi-agent systems (pp. 113–126). Springer.

Sen, S., & Sekaran, M. (1996). Using reciprocity to adapt to others. In Adaption and Learning in Multi-Agent Systems (pp. 206–217). Springer.

Durfee, E., Damouth, D., Huber, M., Montgomery, T., & Sen, S. (1994). The search for coordination: Knowledge-guided abstraction and search in a hierarchical behavior space. In Artificial social systems (pp. 186–206). Springer.

Books


Rahwan, I., Wobcke, W., Sen, S., & Sugawara, T. (2012). Principles and Practice of Multi-Agent Systems: 15th International Conference, PRIMA 2012, Kuching, Sarawak, Malaysia, September 3-7, 2012, Proceedings (Vol. 7455). Springer.

Sen, S. (2006). Learning and Adaption in Multi-Agent Systems. Springer-Verlag Berlin/Heidelberg.

Müller, J., Andre, E., Sen, S., & Frasson, C. (2001). Proceedings of the Fifth International Conference on Autonomous Agents: Montreal, Canada, May 28-June 1, 2001. ACM Press.

Touzet, C., & Sen, S. (1997). Learning agents.

Weiß, G., & Sen, S. (1996). Adaptation and Learning in Multi-Agent Systems: IJCAI’95 Workshop, Montreal, Canada, August 21, 1995. Proceedings. (Vol. 1042). Springer.

Weib, G., & Sen, S. (1996). ADAPTION AND LEARNING IN MULTI-AGENT SYSTEMS: IJCAI’95 Workshop Montreal, Canada, August 1995 Proceedings. Springer-Verlag.

Wei, G., & Sen, S. (1996). Adaption and Learning in Multi-Agent Systems: IJCAI’95 Workshop Montréal, Canada, August 21, 1995 Proceedings. Springer Berlin Heidelberg.

Sen, S. (1996). Adaptation, Coevolution and Learning in Multiagent Systems: Papers from the 1996 AAAI Symposium, March 25-27, Stanford, California. AAAI Press.

Weiss, G., & Sen, S. (1996). Adaption and Learning in Multi-agent Systems: IJCAI’95 Workshop, Montreal, Canada, August 21, 1995. Springer.

Sen, S. (1988). Distributed Parallel Genetic Algorithms (dipggal).

Technical Report


Sen, S., & Kar, P. (2002). Sharing a concept. AAAI Tech Report SS-02-02, Stanford.

Conference Proceedings


Sen, S., Ridgway, A., & Ripley, M. (2015). Adaptive Budgeted Bandit Algorithms for Trust Development in a Supply-Chain. In Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems (pp. 137–144).

Liu, Y., Zhang, J., An, B., & Sen, S. (2014). A practical robustness measure of incentive mechanisms. In Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems (pp. 1379–1380).

Brooks, L., & Sen, S. (2014). Improving scalability and dependability of stochastic MAS analyses. In Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems (pp. 709–716).

Crawford, C., Brooks, L., & Sen, S. (2013). Opposites repel: the effect of incorporating repulsion on opinion dynamics in the bounded confidence model. In Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems (pp. 1225–1226).

Chatterjee, S., Hafizoglu, F., & Sen, S. (2013). Predicting migration and opinion adoption patterns in agent communities. In Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems (pp. 1287–1288).

Olsen, J., & Sen, S. (2013). Discovery, utilization, and analysis of credible threats for 2X2 incomplete information games in TOM. In Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems (pp. 1179–1180).

Sen, S. (2013). A comprehensive approach to trust management. In Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems (pp. 797–800).

Chatterjee, S., Ruff, A., & Sen, S. (2012). Opinion convergence in agent networks. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems-Volume 3 (pp. 1333–1334).

Hafizoǧlu, F., & Sen, S. (2012). Patterns of migration and adoption of choices by agents in communities. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems-Volume 3 (pp. 1349–1350).

Brooks, L., Iba, W., & Sen, S. (2011). Modeling the emergence of norms. In The 10th International Conference on Autonomous Agents and Multiagent Systems-Volume 3 (pp. 1239–1240).

Airiau, S., & Sen, S. (2010). On the stability of an Optimal Coalition Structure. In ECAI (pp. 203–208).

Sen, S., & Chakraborty, K. (2010). Comprehensive trust management. In Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1-Volume 1 (pp. 1573–1574).

Gürsel, A., & Sen, S. (2009). Producing timely recommendations from social networks through targeted search. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems-Volume 2 (pp. 805–812).

Villatoro, D., Sen, S., & Sabater-Mir, J. (2009). Topology and memory effect on convention emergence. In Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology-Volume 02 (pp. 233–240).

Airiau, S., & Sen, S. (2009). A fair payoff distribution for myopic rational agents. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems-Volume 2 (pp. 1305–1306).

Mistry, O., Gürsel, A., & Sen, S. (2009). Comparing trust mechanisms for monitoring aggregator nodes in sensor networks. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems-Volume 2 (pp. 985–992).

Matlock, M., & Sen, S. (2009). Effective tag mechanisms for evolving cooperation. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems-Volume 1 (pp. 489–496).

Villatoro, D., Sabater-Mir, J., & Sen, S. (2009). Interaction, observance or both? Study of the effects on convention emergence. In CCIA (pp. 189–196).

Mukherjee, P., Sen, S., & Airiau, S. (2008). Norm emergence under constrained interactions in diverse societies. In Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems-Volume 2 (pp. 779–786).

Chakraborty, D., & Sen, S. (2008). MB-AIM-FSI: A model based framework for exploiting gradient ascent multiagent learners in strategic interactions. In Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems-Volume 1 (pp. 371–378).

Chakraborty, D., & Sen, S. (2007). Computing effective communication policies in multiagent systems. In Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems (p. 36).

Chakraborty, D., & Sen, S. (2007). Distributed intrusion detection in partially observable markov decision processes. In Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems (p. 223).

Matlock, M., & Sen, S. (2007). Effective tag mechanisms for evolving coordination. In Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems (p. 251).

Candale, T., & Sen, S. (2007). Multi-Dimensional Bid Improvement Algorithm for Simultaneous Auctions. In IJCAI (pp. 1215–1220).

Saha, S., & Sen, S. (2007). Reciprocal negotiation over shared resources in agent societies. In Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems (p. 116).

Mukherjee, P., Sen, S., & Airiau, S. (2007). Emergence of norms with biased interactions in heterogeneous agent societies. In Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology-Workshops (pp. 512–515).

Porter, J., & Sen, S. (2007). Searching for Collaborators in Agent Networks. In Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology-Workshops (pp. 508–511).

Saha, S., & Sen, S. (2006). Negotiating efficient outcomes over multiple issues. In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (pp. 423–425).

Chakraborty, D., & Sen, S. (2006). Teaching new teammates. In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (pp. 691–693).

Sen, S., & Banerjee, D. (2006). Monopolizing markets by exploiting trust. In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (pp. 1249–1256).

Erete, I., Candale, T., & Sen, S. (2006). Effect of deceptive referrals on system stability. In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (pp. 1266–1268).

Airiau, S., Sen, S., & Dasgupta, P. (2006). Effect of joining decisions on peer clusters. In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (pp. 609–615).

Candale, T., & Sen, S. (2006). Evaluating bidding strategies for simultaneous auctions. In Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (pp. 1211–1213).

Candale, T., & Sen, S. (2005). Effect of referrals on convergence to satisficing distributions. In Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems (pp. 347–354).

Banerjee, D., Saha, S., Sen, S., & Dasgupta, P. (2005). Reciprocal resource sharing in P2P environments. In Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems (pp. 853–859).

Airiau, S., Sen, S., & Saha, S. (2005). Evolutionary Tournament-Based Comparison of Learning and Non-Learning Strategies for Iterated Games. In FLAIRS Conference (pp. 449–454).

Sen, S., Saha, S., & Banerjee, D. (2005). Trust-based contracting in supply chains. In Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems (pp. 1251–1252).

Saha, S., Biswas, A., & Sen, S. (2005). Modeling opponent decision in repeated one-shot negotiations. In Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems (pp. 397–403).

Saha, S., & Sen, S. (2005). Predicting agent strategy mix of evolving populations. In Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems (pp. 1075–1082).

Ghosh, A., & Sen, S. (2005). Theory of moves learners: Towards non-myopic equilibria. In Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems (pp. 74–80).

Saha, S., & Sen, S. (2004). A bayes net approach to argumentation. In Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems-Volume 3 (pp. 1436–1437).

Banerjee, D., Saha, S., & Sen, S. (2004). Adapting agent expertise based on future expectations. In Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems-Volume 3 (pp. 1400–1401).

Sen, S., Airiau, S., & Mukherjee, R. (2003). Towards a pareto-optimal solution in general-sum games. In Proceedings of the second international joint conference on Autonomous agents and multiagent systems (pp. 153–160).

Sen, S., & Sajja, N. (2003). Selecting service providers from noisy reputations. In Proceedings of the second international joint conference on Autonomous agents and multiagent systems (pp. 1114–1115).

Kar, P., & Sen, S. (2003). Agent teaching agent framework. In Proceedings of the second international joint conference on Autonomous agents and multiagent systems (pp. 1028–1029).

Saha, S., Sen, S., & Dutta, P. (2003). Helping based on future expectations. In Proceedings of the second international joint conference on Autonomous agents and multiagent systems (pp. 289–296).

Dutta, P., & Sen, S. (2002). Optimal sequencing of individually rational contracts. In Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2 (pp. 607–612).

Sen, S., & Sajja, N. (2002). Robustness of reputation-based trust: Boolean case. In Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1 (pp. 288–293).

Sen, S., Saha, S., & Dutta, P. (2002). Web query reformulation by knowledgeable agents. In Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on (Vol. 1, pp. I–659).

Sen, S., & Dutta, P. (2002). The evolution and stability of cooperative traits. In Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3 (pp. 1114–1120).

Mukherjee, R., Jonsdottir, G., Sen, S., & Sarathi, P. (2001). Movies2go: an online voting based movie recommender system. In Proceedings of the fifth international conference on Autonomous agents (pp. 114–115).

Dutta, P., & Sen, S. (2001). Identifying partners and sustenance of stable, effective coalitions. In Proceedings of the fifth international conference on Autonomous agents (pp. 23–24).

Dutta, P., Debnath, S., & Sen, S. (2001). A shopper’s assistant. In Proceedings of the fifth international conference on Autonomous agents (pp. 59–60).

Banerjee, B., & Sen, S. (2000). Selecting partners. In Proceedings of the fourth international conference on Autonomous agents (pp. 261–262).

Banerjee, B., Debnath, S., & Sen, S. (2000). Combining multiple perspectives. In In Proceedings of the Seventeenth International Conference on Machine Learning.

Mundhe, M., & Sen, S. (2000). Agent Societies without dilemmas: an evolutionary approach. In MultiAgent Systems, 2000. Proceedings. Fourth International Conference on (pp. 431–432).

Sen, S., Biswas, A., & Debnath, S. (2000). Believing others: pro and cons. In MultiAgent Systems, 2000. Proceedings. Fourth International Conference on (pp. 279–285).

Mundhe, M., & Sen, S. (2000). Evaluating concurrent reinforcement learners. In MultiAgent Systems, 2000. Proceedings. Fourth International Conference on (pp. 421–422).

Mundhe, M., & Sen, S. (2000). Evolving agent socienties that avoid social dilemmas. In GECCO (pp. 809–816).

Sen, S., & Biswas, A. (2000). More than envy-free. In MultiAgent Systems, 2000. Proceedings. Fourth International Conference on (pp. 433–434).

Sen, S., & Dutta, P. (2000). Searching for optimal coalition structures. In MultiAgent Systems, 2000. Proceedings. Fourth International Conference on (pp. 287–292).

Sen, S., & Hernandez, K. (2000). A buyer’s agent. In Proceedings of the fourth international conference on Autonomous agents (pp. 156–162).

Biswas, A., & Sen, S. (1999). Learning to model behaviors from boolean responses. In Proceedings of the third annual conference on Autonomous Agents (pp. 396–397).

Ghosh, S., Mundhe, M., Hernandez, K., & Sen, S. (1999). Voting for movies: the anatomy of a recommender system. In Proceedings of the third annual conference on Autonomous Agents (pp. 434–435).

Biswas, A., & Sen, S. (1999). Influence of perspectives on help-giving behaviors. In Proceedings of the third annual conference on Autonomous Agents (pp. 352–353).

Sen, S., & Biswas, A. (1998). Effects of misconception on reciprocative agents. In Proceedings of the second international conference on Autonomous agents (pp. 430–435).

Puppala, N., Sen, S., & Gordin, M. (1998). Shared memory based cooperative coevolution. In Evolutionary Computation Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on (pp. 570–574).

Haynes, T., Sen, S., Arora, N., & Nadella, R. (1997). An automated meeting scheduling system that utilizes user preferences. In Proceedings of the first international conference on Autonomous agents (pp. 308–315).

Haynes, T., Wainwright, R., Sen, S., & Schoenefeld, D. (1995). Strongly Typed Genetic Programming in Evolving Cooperation Strategies. In Proceedings of the 6th International Conference on Genetic Algorithms, Pittsburgh, PA, USA, July 15-19, 1995 (pp. 271–278).

Sen, S., & Knight, L. (1995). A genetic prototype learner. In IJCAI (1) (pp. 725–733).

Haynes, T., Wainwright, R., & Sen, S. (1995). Evolving Cooperation Strategies (p. 450). First International Conference on Multiagent Systems (ICMAS-95).

Knight, L., & Sen, S. (1995). PLEASE: A Prototype Learning System Using Genetic Algorithms. In ICGA (pp. 429–435).

Sen, S. (1994). A Tale of Two Representations. In IEA/AIE (pp. 245–254).

Sen, S. (1994). Representational effects in a simple classifier system. In Proceedings of the 1994 ACM symposium on Applied computing (pp. 206–211).

Corcoran, A., & Sen, S. (1994). Using real-valued genetic algorithms to evolve rule sets for classification. In Evolutionary Computation, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the First IEEE Conference on (pp. 120–124).

Sen, S., & Durfee, E. (1994). On the design of an adaptive meeting scheduler. In Artificial Intelligence for Applications, 1994., Proceedings of the Tenth Conference on (pp. 40–46).

Sekaran, M., & Sen, S. (1994). Multi-agent learning in non-cooperative domains. In AAAI (p. 1489).

Sen, S., Sekaran, M., Hale, J., & others. (1994). Learning to coordinate without sharing information. In AAAI (pp. 426–431).

Sen, S., & Damouth, D. (1994). Graph-theoretic approaches to problem decomposition in multi-agent systems. In Proceedings of the 22nd annual ACM computer science conference on Scaling up: meeting the challenge of complexity in real-world computing applications: meeting the challenge of complexity in real-world computing applications (pp. 82–89).

Sen, S. (1994). File placement over a network using simulated annealing326741. In Proceedings of the 1994 ACM symposium on Applied computing (pp. 251–255).

Sen, S. (1993). Improving classification accuracy through performance history. In Proceedings of the 5th International Conference on Genetic Algorithms (p. 652).

Sen, S. (1993). Minimal cost set covering using probabilistic methods. In Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing: states of the art and practice (pp. 157–164).

Sen, S., & Durfee, E. (1993). Using temporal abstractions and cancellations for efficiency in automated meeting scheduling. In Intelligent and Cooperative Information Systems, 1993., Proceedings of International Conference on (pp. 163–172).

Sen, S., & Janakiraman, J. (1992). Learning to construct pushdown automata for accepting deterministic context-free languages. In Aerospace Sensing (pp. 207–213).

Sen, S., & Durfee, E. (1991). A formal study of distributed meeting scheduling: Preliminary results. In ACM SIGOIS Bulletin (Vol. 12, pp. 55–68).

Bonelli, P., Parodi, A., Sen, S., & Wilson, S. (1990). NEWBOOLE: a fast GBML system. In Proceedings of the seventh international conference (1990) on Machine learning (pp. 153–159).

Sen, S. (1988). Sequential Boolean function learning by classifier system. In Proceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems-Volume 2 (pp. 1151–1156).

Other


Sen, S. (1993). Predicting tradeoffs in contract-based distributed scheduling.


CS 2003 Fundamentals of Algorithm and Computer Applications
CS 4163 Database Systems
CS 4253 Artificial Intelligence
CS 7323 Multi-Agent Systems
CS 7333 Machine Learning
CS 7343 Intelligent Agents
CS 7353 Analysis of Algorithms
CS 9983 Research and Dissertation
TURC 1981 TURC Junior Scholar