Imitation Is Not Enough: Robustifying Imitation with Reinforcement Learning for Challenging Driving Scenarios

Yiren Lu, Justin Fu, George Tucker, Xinlei Pan, Eli Bronstein, Rebecca Roelofs, Benjamin Sapp, Brandyn White, Aleksandra Faust, Shimon Whiteson, Dragomir Anguelov, Sergey Levine. Imitation Is Not Enough: Robustifying Imitation with Reinforcement Learning for Challenging Driving Scenarios. In IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023, Detroit, MI, USA, October 1-5, 2023. pages 7553-7560, IEEE, 2023. [doi]

Abstract

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