History-Based Controller Design and Optimization for Partially Observable MDPs
Partially observable MDPs provide an elegant framework forsequential decision making. Finite-state controllers (FSCs) are often used to represent policies for infinite-horizon problems as they offer a compact representation, simple-to-execute plans, and adjustable tradeoff between computational comp...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2015
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/2915 https://ink.library.smu.edu.sg/context/sis_research/article/3915/viewcontent/History_Based_Controller_Design_afv.pdf |
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| Institution: | Singapore Management University |
| Language: | English |