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An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay

Jul 12, 2020
Scott Fujimoto, David Meger, Doina Precup


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Benchmarking Batch Deep Reinforcement Learning Algorithms

Oct 03, 2019
Scott Fujimoto, Edoardo Conti, Mohammad Ghavamzadeh, Joelle Pineau

* Deep RL Workshop NeurIPS 2019 

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GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects

Jan 31, 2019
Edward J. Smith, Scott Fujimoto, Adriana Romero, David Meger

* 18 pages 

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Off-Policy Deep Reinforcement Learning without Exploration

Dec 07, 2018
Scott Fujimoto, David Meger, Doina Precup


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Addressing Function Approximation Error in Actor-Critic Methods

Oct 22, 2018
Scott Fujimoto, Herke van Hoof, David Meger

* Accepted at ICML 2018 

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Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation

May 31, 2018
Edward Smith, Scott Fujimoto, David Meger

* 11 pages 

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