Markov games as a framework for multi-agent reinforcement learning (1994)

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by Michael L. Littman
Venue:IN PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING
Citations:497 - 10 self

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175 Algorithms for Sequential Decision Making – Michael Lederman Littman - 1996
24 Generalized markov decision processes: dynamicprogramming and reinforcement-learning algorithms – Csaba Szepesvari, Michael L. Littman - 1996
1298 Reinforcement learning: a survey – Leslie Pack Kaelbling, Michael L. Littman, Andrew W. Moore - 1996
3 Co-Learning in Differential Games – John W. Sheppard
4 A Bayesian Approach to Multiagent Reinforcement Learning and Coalition Formation under Uncertainty – Georgios Chalkiadakis - 2007
A Uni ed Analysis of Value-Function-Based Reinforcement-Learning Algorithms – Csaba Szepesvari, Michael L. Littman - 1998
32 A unified analysis of value-function-based reinforcementlearning algorithms. Neural Computation – Csaba Szepesvari, Michael L. Littman - 1997
44 A Generalized Reinforcement-Learning Model: Convergence and Applications – Michael L. Littman, Csaba Szepesv├íri - 1996
93 Memoryless Policies: Theoretical Limitations and Practical Results – Michael L. Littman - 1994
2 Learning Evaluation Functions – Justin A. Boyan, Scott E. Fahlman, Tom Mitchell - 1996
Solution of Delayed Reinforcement Learning Problems Having Continuous Action Spaces – B. Ravindran - 1996
1 C3 Reinforcement Learning – S. Sathiya Keerthi, B. Ravindran
49 Learning to Solve Markovian Decision Processes – Satinder P. Singh - 1994
161 Recent advances in hierarchical reinforcement learning – Andrew G. Barto - 2003
18 Large-Scale Dynamic Optimization Using Teams of Reinforcement Learning Agents – Robert Harry Crites - 1996
10 Abstraction in Control Learning – Richard Yee - 1992
4 The interaction of representations and planning objectives for decision-theoretic planning tasks – Sven Koenig, Yaxin Liu - 2002
Markov Game Controller Design Algorithms – Rajneesh Sharma, M. Gopal
2 Relational Markov games – Alberto Finzi, Thomas Lukasiewicz - 2004