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» Mean-Variance Optimization in Markov Decision Processes
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EMSOFT
2009
Springer
14 years 2 months ago
Markov decision process (MDP) framework for optimizing software on mobile phones
Tang Lung Cheung, Kari Okamoto, Frank Maker III, X...
COLT
2007
Springer
14 years 1 months ago
Bounded Parameter Markov Decision Processes with Average Reward Criterion
Bounded parameter Markov Decision Processes (BMDPs) address the issue of dealing with uncertainty in the parameters of a Markov Decision Process (MDP). Unlike the case of an MDP, t...
Ambuj Tewari, Peter L. Bartlett
IJCAI
2007
13 years 9 months ago
Average-Reward Decentralized Markov Decision Processes
Formal analysis of decentralized decision making has become a thriving research area in recent years, producing a number of multi-agent extensions of Markov decision processes. Wh...
Marek Petrik, Shlomo Zilberstein