Towards Efficient Computation of Quality Bounded Solutions in POMDPs: Expected Value Approximation and Dynamic Disjunctive Beliefs
While POMDPs (partially observable markov decision problems) are a popular computational model with wide-ranging applications, the computational cost for optimal policy generation is prohibitive. Researchers are investigating ever-more efficient algorithms, yet many applications demand such algorith...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2007
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/956 https://ink.library.smu.edu.sg/context/sis_research/article/1955/viewcontent/IJCAI07.pdf |
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| Institution: | Singapore Management University |
| Language: | English |