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...
محفوظ في:
المؤلفون الرئيسيون: | Guo W., Tze-Yun LEONG |
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التنسيق: | text |
اللغة: | English |
منشور في: |
Institutional Knowledge at Singapore Management University
2010
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الموضوعات: | |
الوصول للمادة أونلاين: | https://ink.library.smu.edu.sg/sis_research/2989 https://ink.library.smu.edu.sg/context/sis_research/article/3989/viewcontent/AAAI10_final.pdf |
الوسوم: |
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المؤسسة: | Singapore Management University |
اللغة: | English |
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