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Parallel rollout for online solution of partially observable Markov decision processes

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Publication:702170
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DOI10.1023/B:DISC.0000028199.78776.c4zbMath1057.90051OpenAlexW2034713309MaRDI QIDQ702170

Hyeong Soo Chang, Edwin K. P. Chong, Robert L. Givan

Publication date: 17 January 2005

Published in: Discrete Event Dynamic Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/b:disc.0000028199.78776.c4


zbMATH Keywords

simulationbuffer managementmulticlass schedulingPartially observable Markov decision processrollout


Mathematics Subject Classification ID

Markov and semi-Markov decision processes (90C40)


Related Items (6)

Simulation-based rolling horizon scheduling for operating theatres ⋮ A policy improvement method for constrained average Markov decision processes ⋮ Converging marriage in honey-bees optimization and application to stochastic dynamic programming ⋮ Multi-policy improvement in stochastic optimization with forward recursive function criteria ⋮ Partially observable Markov decision process approximations for adaptive sensing ⋮ Dynamic programming and suboptimal control: a survey from ADP to MPC




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