Demodice: Offline imitation learning with supplementary imperfect demonstrations

GH Kim, S Seo, J Lee, W Jeon, HJ Hwang… - … Conference on Learning … - openreview.net
We consider offline imitation learning (IL), which aims to mimic the expert's behavior from its
demonstration without further interaction with the environment. One of the main challenges …

DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations

GH Kim, S Seo, J Lee, W Jeon, HJ Hwang… - Tenth International …, 2022 - koasas.kaist.ac.kr
We consider offline imitation learning (IL), which aims to mimic the expert's behavior from its
demonstration without further interaction with the environment. One of the main challenges …

DEMODICE: OFFLINE IMITATION LEARNING WITH SUPPLEMENTARY IMPERFECT DEMONSTRATIONS

GH Kim, S Seo, J Lee, W Jeon, HJ Hwang… - 10th International …, 2022 - pure.kaist.ac.kr
We consider offline imitation learning (IL), which aims to mimic the expert's behavior from its
demonstration without further interaction with the environment. One of the main challenges …

[PDF][PDF] DEMODICE: OFFLINE IMITATION LEARNING WITH SUPPLEMENTARY IMPERFECT DEMONSTRATIONS

GH Kim, S Seo, J Lee, W Jeon, HJ Hwang, H Yang… - researchgate.net
We consider offline imitation learning (IL), which aims to mimic the expert's behavior from its
demonstration without further interaction with the environment. One of the main challenges …