Temporal difference learning - Wiki | Golden

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Further reading

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$\ell_1$ Regularized Gradient Temporal-Difference Learning

Dominik Meyer, Hao Shen, Klaus Diepold

​http://arxiv.org/abs/1610.01476v1​

Academic paper

A First Empirical Study of Emphatic Temporal Difference Learning

Sina Ghiassian, Banafsheh Rafiee, Richard S. Sutton

​http://arxiv.org/abs/1705.04185v2​

Academic paper

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

Martha White, Adam White

​http://arxiv.org/abs/1607.00446v2​

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

​http://arxiv.org/abs/1802.03171v1​

Academic paper

Accelerated Gradient Temporal Difference Learning

Yangchen Pan, Adam White, Martha White

​http://arxiv.org/abs/1611.09328v2​

Academic paper

Adaptive Lambda Least-Squares Temporal Difference Learning

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

​http://arxiv.org/abs/1612.09465v1​

Academic paper

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

Harm van Seijen

​http://arxiv.org/abs/1608.05151v1​

Academic paper

Emphatic Temporal-Difference Learning

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

​http://arxiv.org/abs/1507.01569v1​

Academic paper

Investigating practical linear temporal difference learning

Adam White, Martha White

​http://arxiv.org/abs/1602.08771v2​

Academic paper

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

Peeyush Kumar, Doina Precup

​http://arxiv.org/abs/1703.06471v1​

Academic paper

Preconditioned Temporal Difference Learning

Yao HengShuai

​http://arxiv.org/abs/0704.1409v3​

Academic paper

Predictive State Temporal Difference Learning

Byron Boots, Geoffrey J. Gordon

​http://arxiv.org/abs/1011.0041v2​

Academic paper

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

Jonathan Baxter, Andrew Tridgell, Lex Weaver

​http://arxiv.org/abs/cs/9901001v1​

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

​http://arxiv.org/abs/1309.4714v1​

Academic paper

True Online Temporal-Difference Learning

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

​http://arxiv.org/abs/1512.04087v2​

Academic paper

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