Search Results for author: Jongseong Chae

Found 2 papers, 1 papers with code

Domain Adaptive Imitation Learning with Visual Observation

no code implementations NeurIPS 2023 Sungho Choi, Seungyul Han, Woojun Kim, Jongseong Chae, Whiyoung Jung, Youngchul Sung

In this paper, we consider domain-adaptive imitation learning with visual observation, where an agent in a target domain learns to perform a task by observing expert demonstrations in a source domain.

Image Reconstruction Imitation Learning

Robust Imitation Learning against Variations in Environment Dynamics

1 code implementation19 Jun 2022 Jongseong Chae, Seungyul Han, Whiyoung Jung, Myungsik Cho, Sungho Choi, Youngchul Sung

In this paper, we propose a robust imitation learning (IL) framework that improves the robustness of IL when environment dynamics are perturbed.

Imitation Learning

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