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Temporal difference learning

Temporal difference learning

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A. Rupam Mahmood, Huizhen Yu, Martha White, Richard S. Sutton

Emphatic Temporal-Difference Learning

Academic paper

Adam White, Martha White

Investigating practical linear temporal difference learning

Academic paper

Ann L. Edwards, Alexandra Kearney, Michael Rory Dawson, Richard S. Sutton, Patrick M. Pilarski

Temporal-Difference Learning to Assist Human Decision Making during the Control of an Artificial Limb

Academic paper

Byron Boots, Geoffrey J. Gordon

Predictive State Temporal Difference Learning

Academic paper

Dominik Meyer, Hao Shen, Klaus Diepold

$\ell_1$ Regularized Gradient Temporal-Difference Learning

Academic paper

Harm van Seijen

Effective Multi-step Temporal-Difference Learning for Non-Linear Function Approximation

Academic paper

Harm van Seijen, A. Rupam Mahmood, Patrick M. Pilarski, Marlos C. Machado, Richard S. Sutton

True Online Temporal-Difference Learning

Academic paper

Jonathan Baxter, Andrew Tridgell, Lex Weaver

TDLeaf(lambda): Combining Temporal Difference Learning with Game-Tree Search

Academic paper

Long Yang, Minhao Shi, Qian Zheng, Wenjia Meng, Gang Pan

A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning

Academic paper

Martha White, Adam White

A Greedy Approach to Adapting the Trace Parameter for Temporal Difference Learning

Academic paper

Peeyush Kumar, Doina Precup

Multi-Timescale, Gradient Descent, Temporal Difference Learning with Linear Options

Academic paper

Sina Ghiassian, Banafsheh Rafiee, Richard S. Sutton

A First Empirical Study of Emphatic Temporal Difference Learning

Academic paper

Timothy A. Mann, Hugo Penedones, Shie Mannor, Todd Hester

Adaptive Lambda Least-Squares Temporal Difference Learning

Academic paper

Yangchen Pan, Adam White, Martha White

Accelerated Gradient Temporal Difference Learning

Academic paper

Yao HengShuai

Preconditioned Temporal Difference Learning

Academic paper

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