Goal-Conditioned Imitation Learning using Score-based Diffusion Policies

5 April 2023

Papers citing "Goal-Conditioned Imitation Learning using Score-based Diffusion Policies"

24 / 124 papers shown

Title
DiffAIL: Diffusion Adversarial Imitation Learning Bingzheng Wang Guoqiang Wu Teng Pang Yan Zhang Yilong Yin 27 10 0 11 Dec 2023
Planning as In-Painting: A Diffusion-Based Embodied Task Planning Framework for Environments under Uncertainty Cheng-Fu Yang Haoyang Xu Te-Lin Wu Xiaofeng Gao Kai-Wei Chang Feng Gao DiffM 38 8 0 02 Dec 2023
Curriculum Learning and Imitation Learning for Model-free Control on Financial Time-series Woosung Koh Insu Choi Yuntae Jang Gimin Kang Woo Chang Kim 28 1 0 22 Nov 2023
Imitation Bootstrapped Reinforcement Learning Hengyuan Hu Suvir Mirchandani Dorsa Sadigh 41 24 0 03 Nov 2023
Constrained-Context Conditional Diffusion Models for Imitation Learning Vaibhav Saxena Yotto Koga Danfei Xu 28 3 0 02 Nov 2023
Diffusion Models for Reinforcement Learning: A Survey Zhengbang Zhu Hanye Zhao Haoran He Yichao Zhong Shenyu Zhang Haoquan Guo Tingting Chen Weinan Zhang 43 60 0 02 Nov 2023
NoMaD: Goal Masked Diffusion Policies for Navigation and Exploration A. Sridhar Dhruv Shah Catherine Glossop Sergey Levine 31 114 0 11 Oct 2023
Imitation Learning from Purified Demonstration Yunke Wang Minjing Dong Bo Du Chang Xu 31 1 0 11 Oct 2023
Boosting Continuous Control with Consistency Policy Yuhui Chen Haoran Li Dongbin Zhao OffRL 41 20 0 10 Oct 2023
Learning to Reach Goals via Diffusion V. Jain Siamak Ravanbakhsh DiffM OffRL 43 3 0 04 Oct 2023
Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning Daoce Wang Chi Jin OffRL DiffM 27 25 0 29 Sep 2023
Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models Sumeet Singh Stephen Tu Vikas Sindhwani DiffM 20 8 0 11 Sep 2023
XSkill: Cross Embodiment Skill Discovery Mengda Xu Zhenjia Xu Cheng Chi Manuela Veloso Shuran Song 36 65 0 19 Jul 2023
Extracting Reward Functions from Diffusion Models Felipe Nuti Tim Franzmeyer João F. Henriques 21 14 0 01 Jun 2023
Policy Representation via Diffusion Probability Model for Reinforcement Learning Long Yang Zhixiong Huang Fenghao Lei Yucun Zhong Yiming Yang Cong Fang Shiting Wen Binbin Zhou Zhouchen Lin DiffM 28 40 0 22 May 2023
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies Philippe Hansen-Estruch Ilya Kostrikov Michael Janner J. Kuba Sergey Levine OffRL 34 130 0 20 Apr 2023
Information Maximizing Curriculum: A Curriculum-Based Approach for Imitating Diverse Skills Denis Blessing Onur Celik Xiaogang Jia Moritz Reuss M. Li Rudolf Lioutikov Gerhard Neumann 30 0 0 27 Mar 2023
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion Cheng Chi Zhenjia Xu S. Feng Eric A. Cousineau Yilun Du Benjamin Burchfiel Russ Tedrake Shuran Song 97 1,052 0 07 Mar 2023
Diffusion Model-Augmented Behavioral Cloning Shangcheng Chen Hsiang-Chun Wang Ming-Hao Hsu Chun-Mao Lai Shao-Hua Sun DiffM 55 31 0 26 Feb 2023
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping Lina Mezghani Sainbayar Sukhbaatar Piotr Bojanowski A. Lazaric Alahari Karteek OffRL 44 18 0 05 Jan 2023
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 223 724 0 29 Sep 2022
SE(3)-DiffusionFields: Learning smooth cost functions for joint grasp and motion optimization through diffusion Julen Urain Niklas Funk Jan Peters Georgia Chalvatzaki DiffM 58 121 0 08 Sep 2022
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 202 632 0 20 May 2022
Imitation with Neural Density Models Kuno Kim Akshat Jindal Yang Song Jiaming Song Yanan Sui Stefano Ermon 39 11 0 19 Oct 2020