A \(Sarsa(\lambda)\) algorithm based on double-layer fuzzy reasoning

DOI10.1155/2013/561026zbMath1299.68169OpenAlexW2026500801WikidataQ59026577 ScholiaQ59026577MaRDI QIDQ473823

Qiming Fu, Xiang Mu, Wei Huang, Quan Liu, Yong-Gang Zhang

Publication date: 24 November 2014

Published in: Mathematical Problems in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2013/561026

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Cites Work

• Simulation-based algorithms for Markov decision processes.
• Reinforcement distribution in fuzzy Q-learning
• The convergence of \(TD(\lambda)\) for general \(\lambda\)
• Type-2 fuzzy logic: Theory and applications (Cover title: Contributions to fuzzy and rough sets theories and their applications)
• An analysis of temporal-difference learning with function approximation