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Stuart Russell

An Empirical Investigation of Representation Learning for Imitation

May 16, 2022
Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah

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* Accepted to NeurIPS2021 Datasets and Benchmarks Track

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Estimating and Penalizing Induced Preference Shifts in Recommender Systems

Apr 25, 2022
Micah Carroll, Dylan Hadfield-Menell, Stuart Russell, Anca Dragan

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Invariance in Policy Optimisation and Partial Identifiability in Reward Learning

Mar 14, 2022
Joar Skalse, Matthew Farrugia-Roberts, Stuart Russell, Alessandro Abate, Adam Gleave

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* 8 pages main paper, 24 pages total, 1 figure

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Cross-Domain Imitation Learning via Optimal Transport

Oct 14, 2021
Arnaud Fickinger, Samuel Cohen, Stuart Russell, Brandon Amos

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* typos corrected, references added

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The MineRL BASALT Competition on Learning from Human Feedback

Jul 05, 2021
Rohin Shah, Cody Wild, Steven H. Wang, Neel Alex, Brandon Houghton, William Guss, Sharada Mohanty, Anssi Kanervisto, Stephanie Milani, Nicholay Topin, Pieter Abbeel, Stuart Russell, Anca Dragan

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* NeurIPS 2021 Competition Track

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