RL Unplugged: A Collection of Benchmarks for Offline Reinforcement Learning

Çaglar Gülçehre, Ziyu Wang 0001, Alexander Novikov, Thomas Paine, Sergio Gómez Colmenarejo, Konrad Zolna, Rishabh Agarwal, Josh Merel, Daniel J. Mankowitz, Cosmin Paduraru, Gabriel Dulac-Arnold, Jerry Li, Mohammad Norouzi 0002, Matthew Hoffman 0002, Nicolas Heess, Nando de Freitas. RL Unplugged: A Collection of Benchmarks for Offline Reinforcement Learning. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Abstract

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