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Randomized Ensembled Double Q-Learning: Learning Fast Without a Model

Jan 15, 2021
Xinyue Chen, Che Wang, Zijian Zhou, Keith Ross

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On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning

Feb 10, 2020
Che Wang, Keith Ross

* Preprint, under review 

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BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning

Oct 27, 2019
Xinyue Chen, Zijian Zhou, Zheng Wang, Che Wang, Yanqiu Wu, Qing Deng, Keith Ross

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Towards Simplicity in Deep Reinforcement Learning: Streamlined Off-Policy Learning

Oct 10, 2019
Che Wang, Yanqiu Wu, Quan Vuong, Keith Ross

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Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past

Jun 10, 2019
Che Wang, Keith Ross

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