Jonathan D. Chang | DeepAI

DeepAI

AI Chat AI Image Generator AI Video AI Music Generator

Featured Co-authors

Nathan Kallus
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Wen Sun
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Masatoshi Uehara
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Dipendra Misra
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Rahul Kidambi
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Kaiwen Wang
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Kianté Brantley
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Rajkumar Ramamurthy
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Dhruv Sreenivas
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research

∙ 06/20/2023

Learning to Generate Better Than Your LLM

Reinforcement learning (RL) has emerged as a powerful paradigm for fine-...

0 Jonathan D. Chang, et al. ∙

research

∙ 07/12/2022

Learning Bellman Complete Representations for Offline Policy Evaluation

We study representation learning for Offline Reinforcement Learning (RL)...

6 Jonathan D. Chang, et al. ∙

research

∙ 06/06/2021

Mitigating Covariate Shift in Imitation Learning via Offline Data Without Great Coverage

This paper studies offline Imitation Learning (IL) where an agent learns...

6 Jonathan D. Chang, et al. ∙