An Analytic Characterization of Model Minimization in Factored Markov Decision Processes
Model minimization in Factored Markov Decision Processes (FMDPs) is concerned with finding the most compact partition of the state space such that all states in the same block are action-equivalent. This is an important problem because it can potentially transform a large FMDP into an equivalent but...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2010
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/2989 https://ink.library.smu.edu.sg/context/sis_research/article/3989/viewcontent/AAAI10_final.pdf |
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| Institution: | Singapore Management University |
| Language: | English |