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MADE: Exploration via Maximizing Deviation from Explored Regions


Jun 18, 2021
Tianjun Zhang, Paria Rashidinejad, Jiantao Jiao, Yuandong Tian, Joseph Gonzalez, Stuart Russell

* 28 pages, 10 figures 

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Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism


Mar 22, 2021
Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell

* 84 pages, 6 figures 

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SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory


Oct 12, 2020
Paria Rashidinejad, Jiantao Jiao, Stuart Russell

* 47 pages, 3 figures 

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