ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations

30 July 2021

Papers citing "ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations"

50 / 106 papers shown

Title
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains Ibne Farabi Shihab Sanjeda Akter Anuj Sharma BDL 24 0 0 12 May 2025
A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI Lik Hang Kenny Wong Xueyang Kang Kaixin Bai Jianwei Zhang 47 0 0 01 May 2025
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning Haoran Geng Feishi Wang Songlin Wei Y. Li Bangjun Wang ... Hao Dong Siyuan Huang Yue Wang Jitendra Malik Pieter Abbeel 75 3 0 26 Apr 2025
Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy Zhi Hou Tianyi Zhang Yuwen Xiong Haonan Duan Hengjun Pu ... Chengyang Zhao X. Zhu Yu Qiao Jifeng Dai Y. Chen 59 1 0 25 Mar 2025
ReBot: Scaling Robot Learning with Real-to-Sim-to-Real Robotic Video Synthesis Yu Fang Yue Yang Xinghao Zhu Kaiyuan Zheng Gedas Bertasius D. Szafir Mingyu Ding 47 2 0 15 Mar 2025
SRSA: Skill Retrieval and Adaptation for Robotic Assembly Tasks Yijie Guo Bingjie Tang Iretiayo Akinola Dieter Fox Abhishek Gupta Yashraj S. Narang 44 0 0 06 Mar 2025
FRMD: Fast Robot Motion Diffusion with Consistency-Distilled Movement Primitives for Smooth Action Generation Xirui Shi Jun Jin DiffM VGen 76 0 0 03 Mar 2025
A Taxonomy for Evaluating Generalist Robot Policies Jensen Gao Suneel Belkhale Sudeep Dasari Ashwin Balakrishna Dhruv Shah Dorsa Sadigh LM&Ro 50 3 0 03 Mar 2025
Fast Visuomotor Policies via Partial Denoising Haojun Chen Minghao Liu Xiaojian Ma Zailin Ma Huimin Wu ... Yuanpei Chen Yifan Zhong Mingzhi Wang Qing Li Yaodong Yang VGen 29 0 0 01 Mar 2025
Subtask-Aware Visual Reward Learning from Segmented Demonstrations Changyeon Kim Minho Heo Doohyun Lee Jinwoo Shin Honglak Lee Joseph J. Lim Kimin Lee 32 0 0 28 Feb 2025
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning Shangding Gu Laixi Shi Muning Wen Ming Jin Eric Mazumdar Yuejie Chi Adam Wierman C. Spanos OOD OffRL 36 1 0 27 Feb 2025
Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport Mingyang Sun Pengxiang Ding Weinan Zhang Donglin Wang OT 78 0 0 24 Feb 2025
BOSS: Benchmark for Observation Space Shift in Long-Horizon Task Yue Yang Linfeng Zhao Mingyu Ding Gedas Bertasius D. Szafir 65 0 0 24 Feb 2025
AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning Yuanfei Wang Xiaojie Zhang Ruihai Wu Yu Li Yan Shen Mingdong Wu Zhaofeng He Yizhou Wang Hao Dong 42 3 0 16 Feb 2025
Mimicking-Bench: A Benchmark for Generalizable Humanoid-Scene Interaction Learning via Human Mimicking Yun-Hai Liu Bowen Yang Licheng Zhong He Wang Li Yi 37 5 0 23 Dec 2024
When Should We Prefer State-to-Visual DAgger Over Visual Reinforcement Learning? Tongzhou Mu Zhaoyang Li Stanisław Wiktor Strzelecki Xiu Yuan Yunchao Yao Litian Liang H. Su OffRL 70 1 0 18 Dec 2024
Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model Xiu Yuan Tongzhou Mu Stone Tao Yunhao Fang Mengke Zhang H. Su OffRL 66 0 0 18 Dec 2024
Unpacking the Individual Components of Diffusion Policy Xiu Yuan 77 0 0 27 Nov 2024
GSL-PCD: Improving Generalist-Specialist Learning with Point Cloud Feature-based Task Partitioning Xiu Yuan 31 0 0 11 Nov 2024
Discovering Robotic Interaction Modes with Discrete Representation Learning Liquan Wang Ankit Goyal Haoping Xu Animesh Garg 26 0 0 26 Oct 2024
PointPatchRL -- Masked Reconstruction Improves Reinforcement Learning on Point Clouds B. Gyenes Nikolai Franke P. Becker Gerhard Neumann 3DPC 41 0 0 24 Oct 2024
Diff-DAgger: Uncertainty Estimation with Diffusion Policy for Robotic Manipulation Sung-Wook Lee Yen-Ling Kuo Yen-Ling Kuo 21 4 0 18 Oct 2024
Can we hop in general? A discussion of benchmark selection and design using the Hopper environment C. Voelcker Marcel Hussing Eric Eaton OffRL 18 3 0 11 Oct 2024
On the Evaluation of Generative Robotic Simulations Feng Chen Botian Xu Pu Hua Peiqi Duan Yanchao Yang Yi Ma Huazhe Xu VGen 30 0 0 10 Oct 2024
M3Bench: Benchmarking Whole-body Motion Generation for Mobile Manipulation in 3D Scenes Zeyu Zhang Sixu Yan Muzhi Han Zaijin Wang Xinggang Wang Song-Chun Zhu Hangxin Liu 49 2 0 09 Oct 2024
Learning the Generalizable Manipulation Skills on Soft-body Tasks via Guided Self-attention Behavior Cloning Policy XueTao Li Fang Gao Jun Yu Shaodong Li Feng Shuang LM&Ro 16 0 0 08 Oct 2024
AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation Jiafei Duan Wilbert Pumacay Nishanth Kumar Yi Ru Wang Shulin Tian Wentao Yuan Ranjay Krishna Dieter Fox Ajay Mandlekar Yijie Guo VLM LRM 23 19 0 01 Oct 2024
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers Lirui Wang Xinlei Chen Jialiang Zhao Kaiming He 34 33 0 30 Sep 2024
ReVLA: Reverting Visual Domain Limitation of Robotic Foundation Models Sombit Dey Jan-Nico Zaech Nikolay Nikolov Luc Van Gool Danda Pani Paudel MoMe VLM 47 4 0 23 Sep 2024
SplatSim: Zero-Shot Sim2Real Transfer of RGB Manipulation Policies Using Gaussian Splatting M. N. Qureshi Sparsh Garg Francisco Yandún David Held George Kantor Abhisesh Silwal 3DGS 42 15 0 16 Sep 2024
$DexSim2Real$^{2}$: Building Explicit World Model for Precise Articulated Object Dexterous Manipulation$ DexSim2Real $^{2}$ : Building Explicit World Model for Precise Articulated Object Dexterous Manipulation Taoran Jiang Liqian Ma Yixuan Guan Jiaojiao Meng Weihang Chen Zecui Zeng Lusong Li Dan Wu Jing Xu Rui Chen 23 0 0 13 Sep 2024
Depth Restoration of Hand-Held Transparent Objects for Human-to-Robot Handover Ran Yu Haixin Yu Shoujie Li Huang Yan Ziwu Song Wenbo Ding 3DH 36 1 0 27 Aug 2024
HACMan++: Spatially-Grounded Motion Primitives for Manipulation Bowen Jiang Yilin Wu Wenxuan Zhou Chris Paxton David Held 30 2 0 11 Jul 2024
AutoMate: Specialist and Generalist Assembly Policies over Diverse Geometries Bingjie Tang Iretiayo Akinola Jie Xu Bowen Wen Ankur Handa Karl Van Wyk Dieter Fox Gaurav Sukhatme Fabio Ramos Yashraj S. Narang 29 10 0 10 Jul 2024
BiGym: A Demo-Driven Mobile Bi-Manual Manipulation Benchmark Nikita Chernyadev Nicholas Backshall Xiao Ma Yunfan Lu Younggyo Seo Stephen James 22 11 0 10 Jul 2024
Towards Open-World Mobile Manipulation in Homes: Lessons from the Neurips 2023 HomeRobot Open Vocabulary Mobile Manipulation Challenge Sriram Yenamandra Arun Ramachandran Mukul Khanna Karmesh Yadav Jay Vakil ... Z. Kira Dhruv Batra Roozbeh Mottaghi Yonatan Bisk Chris Paxton LM&Ro 52 6 0 09 Jul 2024
RoboCAS: A Benchmark for Robotic Manipulation in Complex Object Arrangement Scenarios Liming Zheng Feng Yan Fanfan Liu Chengjian Feng Zhuoliang Kang Lin Ma 38 2 0 09 Jul 2024
Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation Jiaming Zhou Teli Ma Kun-Yu Lin Ronghe Qiu Zifan Wang Junwei Liang 41 3 0 20 Jun 2024
Evaluating Real-World Robot Manipulation Policies in Simulation Xuanlin Li Kyle Hsu Jiayuan Gu Karl Pertsch Oier Mees ... Jiajun Wu Chelsea Finn Hao Su Q. Vuong Ted Xiao OffRL 37 59 0 09 May 2024
Point Cloud Models Improve Visual Robustness in Robotic Learners Skand Peri Iain Lee Chanho Kim Fuxin Li Tucker Hermans Stefan Lee 3DPC 36 3 0 29 Apr 2024
DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks Tongzhou Mu Minghua Liu Hao Su OffRL 34 2 0 25 Apr 2024
PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI Yandan Yang Baoxiong Jia Peiyuan Zhi Siyuan Huang LM&Ro VGen 41 41 0 15 Apr 2024
AdaDemo: Data-Efficient Demonstration Expansion for Generalist Robotic Agent Tongzhou Mu Yijie Guo Jie Xu Ankit Goyal Hao Su Dieter Fox Animesh Garg LM&Ro 34 0 0 11 Apr 2024
RPMArt: Towards Robust Perception and Manipulation for Articulated Objects Junbo Wang Wenhai Liu Qiaojun Yu Yang You Liu Liu Weiming Wang Cewu Lu 3DPC 33 3 0 24 Mar 2024
InfoCon: Concept Discovery with Generative and Discriminative Informativeness Ruizhe Liu Qian Luo Yanchao Yang 27 2 0 14 Mar 2024
BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation Chengshu Li Ruohan Zhang J. Wong Cem Gokmen S. Srivastava ... Silvio Savarese H. Gweon C. Karen Liu Jiajun Wu Fei-Fei Li VGen LM&Ro VLM 18 34 0 14 Mar 2024
UniDoorManip: Learning Universal Door Manipulation Policy Over Large-scale and Diverse Door Manipulation Environments Yu Li Xiaojie Zhang Ruihai Wu Zilong Zhang Yiran Geng Hao Dong Zhaofeng He 30 8 0 05 Mar 2024
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations Xiaogang Jia Denis Blessing Xinkai Jiang Moritz Reuss Atalay Donat Rudolf Lioutikov Gerhard Neumann 25 20 0 22 Feb 2024
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning Weikang Wan Ziyu Wang Zackory M. Erickson David Held David Held 26 4 0 08 Feb 2024
Robust Imitation Learning for Automated Game Testing P. Amadori Timothy Bradley Ryan Spick Guy Moss 21 1 0 09 Jan 2024