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ORL
2008
68views more  ORL 2008»
13 years 7 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»
13 years 7 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»
13 years 7 months ago
Complexity of finite-horizon Markov decision process problems
Martin Mundhenk, Judy Goldsmith, Christopher Lusen...