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NIPS
2004

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Planning for Markov Decision Processes with Sparse Stochasticity

15 years 1 months ago

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Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thr...

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IJCAI
2003

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SMDP Homomorphisms: An Algebraic Approach to Abstraction in Semi-Markov Decision Processes

15 years 1 months ago

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Balaraman Ravindran, Andrew G. Barto

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NIPS
2003

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Linear Program Approximations for Factored Continuous-State Markov Decision Processes

15 years 1 months ago

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Approximate linear programming (ALP) has emerged recently as one of the most promising methods for solving complex factored MDPs with ﬁnite state spaces. In this work we show th...

Milos Hauskrecht, Branislav Kveton

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NIPS
1997

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How to Dynamically Merge Markov Decision Processes

15 years 1 months ago

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Satinder P. Singh, David Cohn

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UAI
1997

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Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes

15 years 1 months ago

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