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Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates

Jun 19, 2019
Hugo Penedones, Carlos Riquelme, Damien Vincent, Hartmut Maennel, Timothy Mann, Andre Barreto, Sylvain Gelly, Gergely Neu

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Temporal Difference Learning with Neural Networks - Study of the Leakage Propagation Problem

Jul 09, 2018
Hugo Penedones, Damien Vincent, Hartmut Maennel, Sylvain Gelly, Timothy Mann, Andre Barreto

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Adaptive Lambda Least-Squares Temporal Difference Learning

Dec 30, 2016
Timothy A. Mann, Hugo Penedones, Shie Mannor, Todd Hester

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