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AAAI
1997
15 years 4 months ago
Model Minimization in Markov Decision Processes
Many stochastic planning problems can be represented using Markov Decision Processes (MDPs). A difficulty with using these MDP representations is that the common algorithms for so...
Thomas Dean, Robert Givan
ORL
2008
68views more  ORL 2008»
15 years 2 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
109
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TIT
2010
114views Education» more  TIT 2010»
14 years 9 months ago
Multiuser MIMO achievable rates with downlink training and channel state
Abstract--In this paper, we consider a multiple-input
Giuseppe Caire, Nihar Jindal, Mari Kobayashi, Nira...
66
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FM
2009
Springer
105views Formal Methods» more  FM 2009»
15 years 9 months ago
Three-Valued Spotlight Abstractions
Jonas Schrieb, Heike Wehrheim, Daniel Wonisch