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Reinforcement learning in non-Markovian environments - MaRDI portal

Reinforcement learning in non-Markovian environments

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DOI10.1016/j.sysconle.2024.105751zbMath1541.6831MaRDI QIDQ6540842

Parth Dodhia, Siddharth Chandak, Vivek S. Borkar, Pratik H. Shah

Publication date: 17 May 2024

Published in: Systems \& Control Letters (Search for Journal in Brave)

zbMATH Keywords

Q-learning agent design partially observed MDP curse of non-Markovianity recursively computed sufficient statistics

Mathematics Subject Classification ID

Non-Markovian processes: estimation (62M09) Learning and adaptive systems in artificial intelligence (68T05) Stochastic learning and adaptive control (93E35) Multi-agent systems (93A16)

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