Affordance-Guided Reinforcement Learning via Visual Prompting

Affordance-Guided Reinforcement Learning via Visual Prompting

14 July 2024

Papers citing "Affordance-Guided Reinforcement Learning via Visual Prompting"

13 / 13 papers shown

Title
Robotic Visual Instruction Y. Li Ziyang Gong H. Li Xiaoqi Huang Haolan Kang Guangping Bai Xianzheng Ma LM&Ro 66 0 0 01 May 2025
OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints Mingjie Pan Jiyao Zhang Tianshu Wu Yinghao Zhao Wenlong Gao Hao Dong LM&Ro 39 6 0 08 Jan 2025
TopV-Nav: Unlocking the Top-View Spatial Reasoning Potential of MLLM for Zero-shot Object Navigation Linqing Zhong Chen Gao Zihan Ding Yue Liao Si Liu Shifeng Zhang Xu Zhou Si Liu LRM 80 3 0 25 Nov 2024
Open-World Reinforcement Learning over Long Short-Term Imagination Jiajian Li Q. Wang Yunbo Wang Xin Jin Yang Li Wenjun Zeng Xiaokang Yang OCL VLM 34 1 0 04 Oct 2024
ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation Wenlong Huang Chen Wang Y. Li Ruohan Zhang Li Fei-Fei 29 81 0 03 Sep 2024
Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback Max Balsells M. Torné Zihan Wang Samedh Desai Pulkit Agrawal Abhishek Gupta 29 10 0 31 Oct 2023
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning Mitsuhiko Nakamoto Yuexiang Zhai Anika Singh Max Sobol Mark Yi-An Ma Chelsea Finn Aviral Kumar Sergey Levine OffRL OnRL 109 68 0 09 Mar 2023
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 198 318 0 08 Mar 2023
Pre-Training for Robots: Offline RL Enables Learning New Tasks from a Handful of Trials Aviral Kumar Anika Singh F. Ebert Mitsuhiko Nakamoto Yanlai Yang Chelsea Finn Sergey Levine OffRL OnRL 117 64 0 11 Oct 2022
Open-vocabulary Queryable Scene Representations for Real World Planning Boyuan Chen F. Xia Brian Ichter Kanishka Rao K. Gopalakrishnan Michael S. Ryoo Austin Stone Daniel Kappler LM&Ro 138 179 0 20 Sep 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 193 627 0 12 Oct 2021
Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets F. Ebert Yanlai Yang Karl Schmeckpeper Bernadette Bucher G. Georgakis Kostas Daniilidis Chelsea Finn Sergey Levine 147 212 0 27 Sep 2021
Reset-Free Reinforcement Learning via Multi-Task Learning: Learning Dexterous Manipulation Behaviors without Human Intervention Abhishek Gupta Justin Yu Tony Zhao Vikash Kumar Aaron Rovinsky Kelvin Xu Thomas Devlin Sergey Levine OffRL 67 94 0 22 Apr 2021