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» Mean-Variance Optimization in Markov Decision Processes
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EMSOFT
2009
Springer
15 years 11 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
15 years 10 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
15 years 5 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