Search Results for author: Ray Chen Zheng

Found 2 papers, 1 papers with code

Decision Transformer under Random Frame Dropping

1 code implementation3 Mar 2023 Kaizhe Hu, Ray Chen Zheng, Yang Gao, Huazhe Xu

Typical RL methods usually require considerable online interaction data that are costly and unsafe to collect in the real world.

Offline RL

Extraneousness-Aware Imitation Learning

no code implementations4 Oct 2022 Ray Chen Zheng, Kaizhe Hu, Zhecheng Yuan, Boyuan Chen, Huazhe Xu

To tackle this problem, we introduce Extraneousness-Aware Imitation Learning (EIL), a self-supervised approach that learns visuomotor policies from third-person demonstrations with extraneous subsequences.

Imitation Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.