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partially observable markov decision processes

7 papers

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Also known as

POMDP

Co-occurring keywords · papers mentioning both

partially observable markov decision process (7) belief state (4) value iteration (2) approximate dynamic programming (2) complexity analysis (2) planning under uncertainty (2) multi-agent system (2) sequential decision making (2) online planning (1) pomdp planning (1)

Papers

How Prior Probability Influences Decision Making: A Unifying Probabilistic Model NeurIPS 2012 Symbolic Dynamic Programming for Continuous State and Observation POMDPs NeurIPS 2012 Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning NeurIPS 2011 A POMDP Extension with Belief-dependent Rewards NeurIPS 2010 Complexity of Decentralized Control: Special Cases NeurIPS 2009 Theoretical Analysis of Heuristic Search Methods for Online POMDPs NeurIPS 2007 What makes some POMDP problems easy to approximate? NeurIPS 2007