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2202.02468
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Rethinking ValueDice: Does It Really Improve Performance?
5 February 2022
Ziniu Li
Tian Xu
Yang Yu
Zhimin Luo
OffRL
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Papers citing
"Rethinking ValueDice: Does It Really Improve Performance?"
15 / 15 papers shown
Hierarchical Imitation Learning of Team Behavior from Heterogeneous Demonstrations
Adaptive Agents and Multi-Agent Systems (AAMAS), 2025
Sangwon Seo
Vaibhav Unhelkar
259
4
0
24 Feb 2025
IDIL: Imitation Learning of Intent-Driven Expert Behavior
Sangwon Seo
Vaibhav Unhelkar
140
6
0
25 Apr 2024
OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences
Chen Wang
S. Erfani
T. Alpcan
Christopher Leckie
OffRL
182
4
0
07 Feb 2024
Offline Imitation Learning by Controlling the Effective Planning Horizon
Hee-Jun Ahn
Seong-Woong Shim
Byung-Jun Lee
149
0
0
18 Jan 2024
DiffAIL: Diffusion Adversarial Imitation Learning
Bingzheng Wang
Guoqiang Wu
Teng Pang
Yan Zhang
Yilong Yin
200
20
0
11 Dec 2023
A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories
Neural Information Processing Systems (NeurIPS), 2023
Kai Yan
Alex Schwing
Yu-Xiong Wang
OffRL
274
6
0
02 Nov 2023
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning
International Conference on Learning Representations (ICLR), 2023
Fan Luo
Tian Xu
Xingchen Cao
Yang Yu
OffRL
250
14
0
09 Oct 2023
Provably Efficient Adversarial Imitation Learning with Unknown Transitions
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Tian Xu
Ziniu Li
Yang Yu
Zhimin Luo
141
11
0
11 Jun 2023
Coherent Soft Imitation Learning
Neural Information Processing Systems (NeurIPS), 2023
Joe Watson
Sandy H. Huang
Nicholas Heess
261
16
0
25 May 2023
Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization
Zhoujian Sun
Chenyang Zhao
Zheng-Wei Huang
Nai Ding
OffRL
149
2
0
06 May 2023
A Coupled Flow Approach to Imitation Learning
International Conference on Machine Learning (ICML), 2023
G. Freund
Elad Sarafian
Sarit Kraus
OOD
186
15
0
29 Apr 2023
Theoretical Analysis of Offline Imitation With Supplementary Dataset
Ziniu Li
Tian Xu
Y. Yu
Zhixun Luo
OffRL
154
2
0
27 Jan 2023
Planning for Sample Efficient Imitation Learning
Neural Information Processing Systems (NeurIPS), 2022
Zhao-Heng Yin
Weirui Ye
Qifeng Chen
Yang Gao
OffRL
223
30
0
18 Oct 2022
Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis
Tian Xu
Ziniu Li
Yang Yu
Zhimin Luo
132
10
0
03 Aug 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation
Neural Information Processing Systems (NeurIPS), 2022
Geon-hyeong Kim
Jongmin Lee
Youngsoo Jang
Hongseok Yang
Kyungmin Kim
OffRL
296
25
0
28 Feb 2022
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