Imitation Learning from Observations by Minimizing Inverse Dynamics
Disagreement

Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement

10 October 2019

Xiaojian Ma

Chuang Gan

Papers citing "Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement"

14 / 14 papers shown

Title
CLAM: Continuous Latent Action Models for Robot Learning from Unlabeled Demonstrations Anthony Liang Pavel Czempin Matthew Hong Yutai Zhou Erdem Biyik Stephen Tu 52 0 0 08 May 2025
On Generalization and Distributional Update for Mimicking Observations with Adequate Exploration Yirui Zhou Xiaowei Liu Xiaofeng Zhang Yangchun Zhang 39 0 0 22 Jan 2025
Learning to Act without Actions Dominik Schmidt Minqi Jiang OffRL 34 31 0 17 Dec 2023
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations Anqi Li Byron Boots Ching-An Cheng OffRL 28 16 0 30 Mar 2023
Unsupervised Reward Shaping for a Robotic Sequential Picking Task from Visual Observations in a Logistics Scenario Vittorio Giammarino Andrew J Meyer Kai Biegun OffRL 27 0 0 25 Sep 2022
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation Kang Xu Yan Ma Bingsheng Wei Wei Li 32 3 0 24 Sep 2022
Imitation Learning from Observations under Transition Model Disparity Tanmay Gangwani Yuanfei Zhou Jian-wei Peng 24 12 0 25 Apr 2022
Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization Minghuan Liu Zhengbang Zhu Yuzheng Zhuang Weinan Zhang Jianye Hao Yong Yu Jun Wang 35 11 0 04 Mar 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation Geon-hyeong Kim Jongmin Lee Youngsoo Jang Hongseok Yang Kyungmin Kim OffRL 33 15 0 28 Feb 2022
A Ranking Game for Imitation Learning Harshit S. Sikchi Akanksha Saran Wonjoon Goo S. Niekum OffRL 25 22 0 07 Feb 2022
Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching Yecheng Jason Ma Andrew Shen Dinesh Jayaraman Osbert Bastani OffRL 23 32 0 04 Feb 2022
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks Ruohan Zhang F. Torabi Garrett A. Warnell Peter Stone 81 28 0 13 Jul 2021
XIRL: Cross-embodiment Inverse Reinforcement Learning Kevin Zakka Andy Zeng Peter R. Florence Jonathan Tompson Jeannette Bohg Debidatta Dwibedi SSL 43 118 0 07 Jun 2021
Off-Policy Imitation Learning from Observations Zhuangdi Zhu Kaixiang Lin Bo Dai Jiayu Zhou OffRL 26 86 0 25 Feb 2021