162 search results - page 21 / 33 » Topological Value Iteration Algorithm for Markov Decision Pr... |
160
Voted
ICASSP
2009
IEEE
15 years 4 months ago
2009
IEEE
Belief propagation is a popular global optimization technique for many computer vision problems. However, it requires extensive computation due to the iterative message passing op...
151
Voted
CDC
2008
IEEE
16 years 26 days ago
2008
IEEE
Abstract— Research on numerical solution methods for partially observable Markov decision processes (POMDPs) has primarily focused on discrete-state models, and these algorithms ...
178
Voted
CONCUR
2006
Springer
15 years 10 months ago
2006
Springer
A stochastic graph game is played by two players on a game graph with probabilistic transitions. We consider stochastic graph games with -regular winning conditions specified as Ra...
166
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ATAL
2006
Springer
15 years 10 months ago
2006
Springer
Decentralized partially observable Markov decision processes (DEC-POMDPs) form a general framework for planning for groups of cooperating agents that inhabit a stochastic and part...
164
Voted
NIPS
2000
15 years 7 months ago
2000
The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...