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» Experts in a Markov Decision Process

12

ICML
2008
IEEE

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On the hardness of finding symmetries in Markov decision processes

14 years 8 months ago

On the hardness of finding symmetries in Markov decision processes

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Shravan Matthur Narayanamurthy, Balaraman Ravindra...

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17

DAC
1999
ACM

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Dynamic Power Management Based on Continuous-Time Markov Decision Processes

14 years 8 months ago

Dynamic Power Management Based on Continuous-Time Markov Decision Processes

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Qinru Qiu, Massoud Pedram

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21

ICML
2006
IEEE

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Region-based value iteration for partially observable Markov decision processes

14 years 8 months ago

Region-based value iteration for partially observable Markov decision processes

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Hui Li, Xuejun Liao, Lawrence Carin

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23

ICML
2004
IEEE

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Apprenticeship learning via inverse reinforcement learning

14 years 8 months ago

Apprenticeship learning via inverse reinforcement learning

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We consider learning in a Markov decision process where we are not explicitly given a reward function, but where instead we can observe an expert demonstrating the task that we wa...

Pieter Abbeel, Andrew Y. Ng

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20

AAAI
2004

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Solving Generalized Semi-Markov Decision Processes Using Continuous Phase-Type Distributions

13 years 9 months ago

Solving Generalized Semi-Markov Decision Processes Using Continuous Phase-Type Distributions

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We introduce the generalized semi-Markov decision process (GSMDP) as an extension of continuous-time MDPs and semi-Markov decision processes (SMDPs) for modeling stochastic decisi...

Håkan L. S. Younes, Reid G. Simmons

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