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» Kalman Temporal Differences

127

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ICML
1999
IEEE

168views Machine Learning» more ICML 1999»

Least-Squares Temporal Difference Learning

16 years 16 days ago

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Excerpted from: Boyan, Justin. Learning Evaluation Functions for Global Optimization. Ph.D. thesis, Carnegie Mellon University, August 1998. (Available as Technical Report CMU-CS-...

Justin A. Boyan

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108

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ISDA
2009
IEEE

144views Operating System» more ISDA 2009»

Postponed Updates for Temporal-Difference Reinforcement Learning

15 years 6 months ago

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This paper presents postponed updates, a new strategy for TD methods that can improve sample efﬁciency without incurring the computational and space requirements of model-based ...

Harm van Seijen, Shimon Whiteson

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ICML
1994
IEEE

101views Machine Learning» more ICML 1994»

On the Worst-Case Analysis of Temporal-Difference Learning Algorithms

15 years 3 months ago

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Robert E. Schapire, Manfred K. Warmuth

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