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» Game-based Abstraction for Markov Decision Processes

18

UAI
2008

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Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstraction

13 years 7 months ago

Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstraction

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Alejandro Isaza, Csaba Szepesvári, Vadim Bu...

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17

AAAI
2004

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Advice Generation from Observed Execution: Abstract Markov Decision Process Learning

13 years 7 months ago

Advice Generation from Observed Execution: Abstract Markov Decision Process Learning

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Patrick Riley, Manuela M. Veloso

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7

IJCAI
2003

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

13 years 7 months ago

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

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Balaraman Ravindran, Andrew G. Barto

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19

ECCV
2004
Springer

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Decision Theoretic Modeling of Human Facial Displays

14 years 7 months ago

Decision Theoretic Modeling of Human Facial Displays

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We present a vision based, adaptive, decision theoretic model of human facial displays in interactions. The model is a partially observable Markov decision process, or POMDP. A POM...

Jesse Hoey, James J. Little

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9

AAAI
2004

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Metrics for Finite Markov Decision Processes

13 years 7 months ago

Metrics for Finite Markov Decision Processes

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ENT ABSTRACTS

Norm Ferns, Prakash Panangaden, Doina Precup

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