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AAAI
1997
15 years 5 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 4 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
124
Voted
TIT
2010
114views Education» more  TIT 2010»
14 years 11 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...
FM
2009
Springer
105views Formal Methods» more  FM 2009»
15 years 10 months ago
Three-Valued Spotlight Abstractions
Jonas Schrieb, Heike Wehrheim, Daniel Wonisch