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partially observable markov decision processes

7 papers

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Also known as

POMDP

Co-occurring keywords

partially observable markov decision process (178) value iteration (162) approximate dynamic programming (31) complexity analysis (93) planning under uncertainty (15) multi-agent system (1819) belief state (75) online planning (37) pomdp planning (11) belief space (8)

Papers

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