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A Dual Approach to Imitation Learning from Observations with Offline
  Datasets

A Dual Approach to Imitation Learning from Observations with Offline Datasets

13 June 2024
Harshit S. Sikchi
Caleb Chuck
Amy Zhang
S. Niekum
    OffRL
ArXivPDFHTML

Papers citing "A Dual Approach to Imitation Learning from Observations with Offline Datasets"

5 / 5 papers shown
Title
FoldNet: Learning Generalizable Closed-Loop Policy for Garment Folding via Keypoint-Driven Asset and Demonstration Synthesis
FoldNet: Learning Generalizable Closed-Loop Policy for Garment Folding via Keypoint-Driven Asset and Demonstration Synthesis
Yuxing Chen
Bowen Xiao
H. Wang
26
0
0
14 May 2025
Diffusing States and Matching Scores: A New Framework for Imitation Learning
Diffusing States and Matching Scores: A New Framework for Imitation Learning
Runzhe Wu
Yiding Chen
Gokul Swamy
Kianté Brantley
Wen Sun
DiffM
42
3
0
17 Oct 2024
ODICE: Revealing the Mystery of Distribution Correction Estimation via
  Orthogonal-gradient Update
ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
Liyuan Mao
Haoran Xu
Weinan Zhang
Xianyuan Zhan
34
10
0
01 Feb 2024
Offline Reinforcement Learning with Implicit Q-Learning
Offline Reinforcement Learning with Implicit Q-Learning
Ilya Kostrikov
Ashvin Nair
Sergey Levine
OffRL
214
843
0
12 Oct 2021
What Matters in Learning from Offline Human Demonstrations for Robot
  Manipulation
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation
Ajay Mandlekar
Danfei Xu
J. Wong
Soroush Nasiriany
Chen Wang
Rohun Kulkarni
Li Fei-Fei
Silvio Savarese
Yuke Zhu
Roberto Martín-Martín
OffRL
161
472
0
06 Aug 2021
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