Boundedness of iterates in \(Q\)-learning

DOI10.1016/j.sysconle.2005.08.011zbMath1129.93552OpenAlexW2077343054MaRDI QIDQ2504669

Abhijit Gosavi

Publication date: 25 September 2006

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

Full work available at URL: https://doi.org/10.1016/j.sysconle.2005.08.011

zbMATH Keywords

boundednessstochastic controlq-learning

Mathematics Subject Classification ID

Stochastic programming (90C15) Dynamic programming (90C39) Stochastic learning and adaptive control (93E35)

Related Items

Reference points and learning, An information-theoretic analysis of return maximization in reinforcement learning, Error bounds for constant step-size \(Q\)-learning, A Discrete-Time Switching System Analysis of Q-Learning, $Q$-Learning in a Stochastic Stackelberg Game between an Uninformed Leader and a Naive Follower

Cites Work

• Asynchronous stochastic approximation and Q-learning
• The O.D.E. Method for Convergence of Stochastic Approximation and Reinforcement Learning
• A Stochastic Approximation Method
• Unnamed Item