DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training

20 May 2023

Papers citing "DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training"

26 / 26 papers shown

Title
Prompt-responsive Object Retrieval with Memory-augmented Student-Teacher Learning Malte Mosbach Sven Behnke 31 0 0 04 May 2025
Evolutionary Policy Optimization Jianren Wang Yifan Su Abhinav Gupta Deepak Pathak 50 0 0 24 Mar 2025
Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation Octi Zhang Quanquan Peng Rosario Scalise Bryon Boots 50 0 0 24 Mar 2025
Sim-to-Real Reinforcement Learning for Vision-Based Dexterous Manipulation on Humanoids Toru Lin Kartik Sachdev Linxi Fan Jitendra Malik Yuke Zhu 52 8 0 27 Feb 2025
Learning Long-Horizon Robot Manipulation Skills via Privileged Action Xiaofeng Mao Yucheng Xu Zhaole Sun Elle Miller Daniel Layeghi M. Mistry 64 0 0 24 Feb 2025
Learning Dexterous Bimanual Catch Skills through Adversarial-Cooperative Heterogeneous-Agent Reinforcement Learning Taewoo Kim Youngwoo Yoon Jaehong Kim 43 0 0 17 Feb 2025
Dexterous Cable Manipulation: Taxonomy, Multi-Fingered Hand Design, and Long-Horizon Manipulation Sun Zhaole Xiao Gao Xiaofeng Mao Jihong Zhu A. Billard Robert B. Fisher 54 0 0 01 Feb 2025
EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning Bowen Zheng Ran Cheng Kay Chen Tan 42 0 0 25 Jan 2025
Hand-Object Interaction Pretraining from Videos Himanshu Gaurav Singh Antonio Loquercio Carmelo Sferrazza Jane Wu Haozhi Qi Pieter Abbeel Jitendra Malik 47 15 0 12 Sep 2024
DemoStart: Demonstration-led auto-curriculum applied to sim-to-real with multi-fingered robots Maria Bauzá José Enrique Chen Valentin Dalibard Nimrod Gileadi Roland Hafner ... Martin Riedmiller Jon Scholz Konstantinos Bousmalis Francesco Nori Nicolas Heess 34 5 0 10 Sep 2024
SAPG: Split and Aggregate Policy Gradients Jayesh Singla Ananye Agarwal Deepak Pathak OffRL OnRL 42 3 0 29 Jul 2024
DextrAH-G: Pixels-to-Action Dexterous Arm-Hand Grasping with Geometric Fabrics Tyler Ga Wei Lum Martin Matak Viktor Makoviychuk Ankur Handa Arthur Allshire Tucker Hermans Nathan D. Ratliff Karl Van Wyk 40 14 0 02 Jul 2024
DexSkills: Skill Segmentation Using Haptic Data for Learning Autonomous Long-Horizon Robotic Manipulation Tasks Xiaofeng Mao G. Giudici Claudio Coppola K. Althoefer I. Farkhatdinov Zhibin Li Lorenzo Jamone 46 6 0 06 May 2024
Geometric Fabrics: a Safe Guiding Medium for Policy Learning Karl Van Wyk Ankur Handa Viktor Makoviychuk Yijie Guo Arthur Allshire Nathan D. Ratliff 35 5 0 03 May 2024
Scaling Population-Based Reinforcement Learning with GPU Accelerated Simulation Asad Ali Shahid Yashraj S. Narang Vincenzo Petrone Enrico Ferrentino Ankur Handa Dieter Fox Marco Pavone L. Roveda 40 3 0 04 Apr 2024
EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data Shengjie Wang Shaohuai Liu Weirui Ye Jiacheng You Yang Gao OffRL 29 10 0 01 Mar 2024
DexTouch: Learning to Seek and Manipulate Objects with Tactile Dexterity Kang-Won Lee Yuzhe Qin Xiaolong Wang Soo-Chul Lim 21 3 0 23 Jan 2024
DexDLO: Learning Goal-Conditioned Dexterous Policy for Dynamic Manipulation of Deformable Linear Objects Zhaole Sun Jihong Zhu Robert B. Fisher 36 7 0 23 Dec 2023
Open-Source Reinforcement Learning Environments Implemented in MuJoCo with Franka Manipulator Zichun Xu Yuntao Li Xiaohang Yang Zhiyuan Zhao Zhuang Lei Jingdong Zhao 41 2 0 21 Dec 2023
Estimator-Coupled Reinforcement Learning for Robust Purely Tactile In-Hand Manipulation Lennart Röstel Johannes Pitz Leon Sievers Berthold Bäuml 40 10 0 07 Nov 2023
DexCatch: Learning to Catch Arbitrary Objects with Dexterous Hands Fengbo Lan Shengjie Wang Yunzhe Zhang Haotian Xu Oluwatosin Oseni Yang Gao Tao Zhang 47 5 0 13 Oct 2023
Dynamic Handover: Throw and Catch with Bimanual Hands Binghao Huang Yuanpei Chen Tianyu Wang Yuzhe Qin Yaodong Yang Nikolay Atanasov Xiaolong Wang 15 15 0 11 Sep 2023
Learning Whole-body Manipulation for Quadrupedal Robot S. Jeon Moonkyu Jung Suyoung Choi Beomjoon Kim Jemin Hwangbo 18 28 0 31 Aug 2023
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning Nikita Rudin David Hoeller Philipp Reist Marco Hutter 115 546 0 24 Sep 2021
Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior Karl Van Wyk Mandy Xie Anqi Li M. A. Rana Buck Babich ... Iretiayo Akinola Balakumar Sundaralingam Dieter Fox Byron Boots Nathan D. Ratliff AI4CE 84 37 0 21 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 72 95 0 22 Apr 2021