Temporal difference learning

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$\ell_1$ Regularized Gradient Temporal-Difference Learning

Dominik Meyer, Hao Shen, Klaus Diepold

Academic paper

A First Empirical Study of Emphatic Temporal Difference Learning

Sina Ghiassian, Banafsheh Rafiee, Richard S. Sutton

Academic paper

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

Martha White, Adam White

Academic paper

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

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

Academic paper

Accelerated Gradient Temporal Difference Learning

Yangchen Pan, Adam White, Martha White

Academic paper

Adaptive Lambda Least-Squares Temporal Difference Learning

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

Academic paper

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

Harm van Seijen

Academic paper

Emphatic Temporal-Difference Learning

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

Academic paper

Investigating practical linear temporal difference learning

Adam White, Martha White

Academic paper

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

Peeyush Kumar, Doina Precup

Academic paper

Preconditioned Temporal Difference Learning

Yao HengShuai

Academic paper

Predictive State Temporal Difference Learning

Byron Boots, Geoffrey J. Gordon

Academic paper

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

Jonathan Baxter, Andrew Tridgell, Lex Weaver

Academic paper

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

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

Academic paper

True Online Temporal-Difference Learning

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

Academic paper

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