Bounded Parameter Markov Decision Processes with Average Reward Criterion

DOI10.1007/978-3-540-72927-3_20zbMath1203.90175OpenAlexW2155355065MaRDI QIDQ5434055

Ambuj Tewari, Bartlett, Peter L.

Publication date: 3 January 2008

Published in: Learning Theory (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-540-72927-3_20

Mathematics Subject Classification ID

Markov and semi-Markov decision processes (90C40)

Related Items (5)

Reachability analysis of uncertain systems using bounded-parameter Markov decision processes ⋮ Adaptive aggregation for reinforcement learning in average reward Markov decision processes ⋮ Policy iteration for bounded-parameter POMDPs ⋮ Robust topological policy iteration for infinite horizon bounded Markov decision processes ⋮ Reinforcement Learning in Robust Markov Decision Processes

Uses Software

• R-MAX

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