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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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Horizon: Facebook's Open Source Applied Reinforcement Learning Platform

Nov 01, 2018
Jason Gauci, Edoardo Conti, Yitao Liang, Kittipat Virochsiri, Yuchen He, Zachary Kaden, Vivek Narayanan, Xiaohui Ye

* 6 pages 

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Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents

Oct 29, 2018
Edoardo Conti, Vashisht Madhavan, Felipe Petroski Such, Joel Lehman, Kenneth O. Stanley, Jeff Clune


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Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning

Apr 20, 2018
Felipe Petroski Such, Vashisht Madhavan, Edoardo Conti, Joel Lehman, Kenneth O. Stanley, Jeff Clune


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