Q( $$\lambda $$ ) with Off-Policy Corrections

DOI10.1007/978-3-319-46379-7_21zbMath1466.68067arXiv1602.04951OpenAlexW2962766894MaRDI QIDQ2831390

Rémi Munos, Anna Harutyunyan, Marc G. Bellemare, Tom Stepleton

Publication date: 9 November 2016

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1602.04951

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (9)

Unnamed Item ⋮ Optimistic reinforcement learning by forward Kullback-Leibler divergence optimization ⋮ Classification with costly features as a sequential decision-making problem ⋮ Deep Reinforcement Learning: A State-of-the-Art Walkthrough ⋮ On Generalized Bellman Equations and Temporal-Difference Learning ⋮ Q( $$\lambda $$ ) with Off-Policy Corrections ⋮ TD-regularized actor-critic methods ⋮ Unnamed Item ⋮ Reinforcement Learning in Sparse-Reward Environments With Hindsight Policy Gradients

Cites Work

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• Analytical mean squared error curves for temporal difference learning
• \({\mathcal Q}\)-learning
• Q( $$\lambda $$ ) with Off-Policy Corrections

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