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ORL
2008
68views more  ORL 2008»
14 years 11 months ago
On polynomial cases of the unichain classification problem for Markov Decision Processes
The unichain classification problem detects whether a finite state and action MDP is unichain under all deterministic policies. This problem is NP-hard [11]. This paper provides p...
Eugene A. Feinberg, Fenghsu Yang
INFORMS
2007
40views more  INFORMS 2007»
14 years 11 months ago
An Evolutionary Random Policy Search Algorithm for Solving Markov Decision Processes
Jiaqiao Hu, Michael C. Fu, Vahid Reza Ramezani, St...
JACM
2000
56views more  JACM 2000»
14 years 11 months ago
Complexity of finite-horizon Markov decision process problems
Martin Mundhenk, Judy Goldsmith, Christopher Lusen...