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Plan Your Target and Learn Your Skills: Transferable State-Only
  Imitation Learning via Decoupled Policy Optimization

Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization

4 March 2022
Minghuan Liu
Zhengbang Zhu
Yuzheng Zhuang
Weinan Zhang
Jianye Hao
Yong Yu
Jun Wang
ArXivPDFHTML

Papers citing "Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization"

12 / 12 papers shown
Title
Controlling Large Language Model with Latent Actions
Controlling Large Language Model with Latent Actions
Chengxing Jia
Ziniu Li
Pengyuan Wang
Yi-Chen Li
Zhenyu Hou
Yuxiao Dong
Y. Yu
56
0
0
27 Mar 2025
Diffusion Imitation from Observation
Diffusion Imitation from Observation
Bo-Ruei Huang
Chun-Kai Yang
Chun-Mao Lai
Dai-Jie Wu
Shao-Hua Sun
39
4
0
07 Oct 2024
NOLO: Navigate Only Look Once
NOLO: Navigate Only Look Once
Mengyu Bu
Shuhao Gu
Yang Feng
EgoV
47
1
0
02 Aug 2024
Imitation Learning from Observation with Automatic Discount Scheduling
Imitation Learning from Observation with Automatic Discount Scheduling
Yuyang Liu
Weijun Dong
Yingdong Hu
Chuan Wen
Zhao-Heng Yin
Chongjie Zhang
Yang Gao
30
6
0
11 Oct 2023
GAN-MPC: Training Model Predictive Controllers with Parameterized Cost
  Functions using Demonstrations from Non-identical Experts
GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts
Returaj Burnwal
Anirban Santara
Nirav P. Bhatt
Balaraman Ravindran
Gaurav Aggarwal
19
0
0
30 May 2023
Learning Rational Subgoals from Demonstrations and Instructions
Learning Rational Subgoals from Demonstrations and Instructions
Zhezheng Luo
Jiayuan Mao
Jiajun Wu
Tomás Lozano-Pérez
J. Tenenbaum
L. Kaelbling
41
5
0
09 Mar 2023
Is Model Ensemble Necessary? Model-based RL via a Single Model with
  Lipschitz Regularized Value Function
Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function
Ruijie Zheng
Xiyao Wang
Huazhe Xu
Furong Huang
48
13
0
02 Feb 2023
Visual Imitation Learning with Patch Rewards
Visual Imitation Learning with Patch Rewards
Minghuan Liu
Tairan He
Weinan Zhang
Shuicheng Yan
Zhongwen Xu
SSL
22
13
0
02 Feb 2023
Planning Immediate Landmarks of Targets for Model-Free Skill Transfer
  across Agents
Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents
Minghuan Liu
Zhengbang Zhu
Menghui Zhu
Yuzheng Zhuang
Weinan Zhang
Jianye Hao
18
0
0
18 Dec 2022
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
Haoran Xu
Li Jiang
Jianxiong Li
Xianyuan Zhan
OffRL
26
62
0
15 Oct 2022
Hierarchical Reinforcement Learning By Discovering Intrinsic Options
Hierarchical Reinforcement Learning By Discovering Intrinsic Options
Jesse Zhang
Haonan Yu
Wenyuan Xu
BDL
132
82
0
16 Jan 2021
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for
  Autonomous Driving
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
Ming Zhou
Jun Luo
Julian Villela
Yaodong Yang
David Rusu
...
H. Ammar
Hongbo Zhang
Wulong Liu
Jianye Hao
Jun Wang
139
193
0
19 Oct 2020
1