The effect of representation and knowledge on goal-directed exploration with reinforcement-learning algorithms

DOI10.1007/BF00114729zbMath0843.68096OpenAlexW1982948368MaRDI QIDQ1911346

Sven Koenig, Reid G. Simmons

Publication date: 13 August 1996

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

Full work available at URL: https://doi.org/10.1007/bf00114729

zbMATH Keywords

\(Q\)-learning\(Q\)-hat-learningreinforcement-learning algorithms

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

The effect of representation and knowledge on goal-directed exploration with reinforcement-learning algorithms ⋮ Model-based average reward reinforcement learning ⋮ Reducing reinforcement learning to KWIK online regression

Cites Work

• \({\mathcal Q}\)-learning
• The effect of representation and knowledge on goal-directed exploration with reinforcement-learning algorithms
• Real-time heuristic search
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