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Multi-Agent Systems

1,019 papers

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Papers

Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search NIPS 2012
Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions NIPS 2012
The adversarial stochastic shortest path problem with unknown transition probabilities AISTATS 2012
What Types of Interactions do Bio-Inspired Robot Swarms and Flocks Afford a Human? RSS 2012
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning NIPS 2011
Multi-armed bandits on implicit metric spaces NIPS 2011
On Strategy Stitching in Large Extensive Form Multiplayer Games NIPS 2011
Efficient Offline Communication Policies for Factored Multiagent POMDPs NIPS 2011
Solving Stochastic Games NIPS 2009
Complexity of Decentralized Control: Special Cases NIPS 2009
Multi-task Reinforcement Learning in Partially Observable Stochastic Environments JMLR 2009
Multi-task Gaussian Process Learning of Robot Inverse Dynamics NIPS 2008
Multi-Agent Reinforcement Learning in Common Interest and Fixed Sum Stochastic Games: An Experimental Study JMLR 2008
Stochastic Recruitment: A Limited-Feedback Control Policy for Large Ensemble Systems RSS 2008
Competition Adds Complexity NIPS 2007
Composition of Vector Fields for Multi-Robot Manipulation via Caging RSS 2007
Collaborative Multiagent Reinforcement Learning by Payoff Propagation JMLR 2006
Auction-Based Multi-Robot Routing RSS 2005
A Geometric Approach to Multi-Criterion Reinforcement Learning JMLR 2004