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» One-Counter Markov Decision Processes

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CDC
2009
IEEE

169views Control Systems» more CDC 2009»

Parametric regret in uncertain Markov decision processes

15 years 4 months ago

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— 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

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115

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NIPS
2004

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Experts in a Markov Decision Process

15 years 1 months ago

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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

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FOSSACS
2009
Springer

131views Software Engineering» more FOSSACS 2009»

Delayed Nondeterminism in Continuous-Time Markov Decision Processes

15 years 6 months ago

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Martin R. Neuhäußer, Mariëlle Stoe...

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