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114
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CDC
2009
IEEE
169views Control Systems» more  CDC 2009»
15 years 8 months ago
Parametric regret in uncertain Markov decision processes
— We consider decision making in a Markovian setup where the reward parameters are not known in advance. Our performance criterion is the gap between the performance of the best ...
Huan Xu, Shie Mannor
148
Voted
NIPS
2004
15 years 5 months ago
Experts in a Markov Decision Process
We consider an MDP setting in which the reward function is allowed to change during each time step of play (possibly in an adversarial manner), yet the dynamics remain fixed. Simi...
Eyal Even-Dar, Sham M. Kakade, Yishay Mansour
90
Voted
FOSSACS
2009
Springer
15 years 10 months ago
Delayed Nondeterminism in Continuous-Time Markov Decision Processes
Martin R. Neuhäußer, Mariëlle Stoe...
108
Voted
EMSOFT
2009
Springer
15 years 10 months ago
Markov decision process (MDP) framework for optimizing software on mobile phones
Tang Lung Cheung, Kari Okamoto, Frank Maker III, X...