Coalitions among computationally bounded agents
Artificial Intelligence - Special issue on economic principles of multi-agent systems
Methods for task allocation via agent coalition formation
Artificial Intelligence
Coalition structure generation with worst case guarantees
Artificial Intelligence
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Coordination in multiagent reinforcement learning: a Bayesian approach
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Model based Bayesian exploration
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Trusted kernel-based coalition formation
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Coalition formation under uncertainty: bargaining equilibria and the Bayesian core stability concept
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Agent learning in the multi-agent contracting system [MACS]
Decision Support Systems
Sequential decision making with untrustworthy service providers
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
Sequential decision making in repeated coalition formation under uncertainty
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
BROA: A Bayesian Robotic Agents Architecture
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Overlapping Coalition Formation
WINE '08 Proceedings of the 4th International Workshop on Internet and Network Economics
Coalition Structures in Weighted Voting Games
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Coalition Formation Strategies for Self-Interested Agents
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 1
Coalitional bargaining with agent type uncertainty
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
IEEE Transactions on Multimedia
Simple coalitional games with beliefs
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Dynamic coalition formation under uncertainty
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
An anytime coalition restructuring algorithm in an open environment
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Learning and Meta-Learning for Coordination of Autonomous Unmanned VehiclesA Preliminary Analysis
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Task allocation learning in a multiagent environment: Application to the RoboCupRescue simulation
Multiagent and Grid Systems
ICLA'11 Proceedings of the 4th Indian conference on Logic and its applications
Cooperative games with overlapping coalitions
Journal of Artificial Intelligence Research
Autonomous Agents and Multi-Agent Systems
Belief-based stability in non-transferable utility coalition formation with uncertainty
Intelligent Decision Technologies
Cognitive policy learner: biasing winning or losing strategies
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Sequentially optimal repeated coalition formation under uncertainty
Autonomous Agents and Multi-Agent Systems
BSCA-P: privacy preserving coalition formation
MATES'05 Proceedings of the Third German conference on Multiagent System Technologies
Risk-bounded formation of fuzzy coalitions among service agents
CIA'06 Proceedings of the 10th international conference on Cooperative Information Agents
Dynamics of profit-sharing games
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One
Pareto Optimal Allocation in Multi-agent Coalitional Games with Non-linear Payoffs
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Capability-Weighted Group Utility Maximizer for Network Coalitional Games under Uncertainty
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Non-additive multi-objective robot coalition formation
Expert Systems with Applications: An International Journal
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Research on coalition formation usually assumes the values of potential coalitions to be known with certainty. Furthermore, settings in which agents lack sufficient knowledge of the capabilities of potential partners is rarely, if ever, touched upon. We remove these often unrealistic assumptions and propose a model that utilizes Bayesian (multiagent) reinforcement learning in a way that enables coalition participants to reduce their uncertainty regarding coalitional values and the capabilities of others. In addition, we introduce the Bayesian Core, a new stability concept for coalition formation under uncertainty. Preliminary experimental evidence demonstrates the effectiveness of our approach.