Blind Bipedal Stair Traversal via Sim-to-Real Reinforcement Learning

18 May 2021

Papers citing "Blind Bipedal Stair Traversal via Sim-to-Real Reinforcement Learning"

50 / 53 papers shown

Title
Learning Diverse Natural Behaviors for Enhancing the Agility of Quadrupedal Robots Huiqiao Fu Haoyu Dong Wentao Xu Zhehao Zhou Guizhou Deng Kaiqiang Tang D. Dong Chunlin Chen 24 0 0 15 May 2025
Robust Humanoid Walking on Compliant and Uneven Terrain with Deep Reinforcement Learning R. P. Singh M. Morisawa M. Benallegue Zhaoming Xie F. Kanehiro 27 0 0 18 Apr 2025
PreCi: Pretraining and Continual Improvement of Humanoid Locomotion via Model-Assumption-Based Regularization Hyunyoung Jung Zhaoyuan Gu Ye Zhao Hae-Won Park Sehoon Ha 36 0 0 14 Apr 2025
Transferable Latent-to-Latent Locomotion Policy for Efficient and Versatile Motion Control of Diverse Legged Robots Ziang Zheng Guojian Zhan Bin Shuai Shengtao Qin Junjie Li Tao Zhang Shengbo Eben Li 44 0 0 22 Mar 2025
Being-0: A Humanoid Robotic Agent with Vision-Language Models and Modular Skills Haoqi Yuan Yu Bai Yuhui Fu Bohan Zhou Yicheng Feng Xinrun Xu Yi Zhan Börje F. Karlsson Zongqing Lu LM&Ro 90 0 0 16 Mar 2025
Learning Perceptive Humanoid Locomotion over Challenging Terrain Wandong Sun Baoshi Cao L. Chen Yongbo Su Yang Liu Zongwu Xie Hong Liu 67 1 0 02 Mar 2025
Learning Humanoid Locomotion with World Model Reconstruction Wandong Sun L. Chen Yongbo Su Baoshi Cao Yang Liu Zongwu Xie 63 1 0 22 Feb 2025
Design and Control of a Bipedal Robotic Character Ruben Grandia Espen Knoop Michael A. Hopkins Georg Wiedebach Jared Bishop Steven Pickles David Müller Moritz Bächer 50 11 0 10 Jan 2025
Probabilistic approach to feedback control enhances multi-legged locomotion on rugged landscapes Juntao He Baxi Chong Jianfeng Lin Zhaochen Xu Hosain Bagheri Esteban Flores Daniel I. Goldman 47 3 0 11 Nov 2024
SoloParkour: Constrained Reinforcement Learning for Visual Locomotion from Privileged Experience Elliot Chane-Sane Joseph Amigo Thomas Flayols Ludovic Righetti Nicolas Mansard 57 6 0 20 Sep 2024
AnyBipe: An End-to-End Framework for Training and Deploying Bipedal Robots Guided by Large Language Models Yifei Yao Wentao He Chenyu Gu Jiaheng Du Fuwei Tan Zhen Zhu Junguo Lu OffRL 31 2 0 13 Sep 2024
One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment Locomotion Nico Bohlinger Grzegorz Czechmanowski Maciej Krupka Piotr Kicki Krzysztof Walas Jan Peters Davide Tateo 50 15 0 10 Sep 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 51 14 0 02 Jul 2024
Deep Reinforcement Learning for Bipedal Locomotion: A Brief Survey Lingfan Bao Josephine N. Humphreys Tianhu Peng Chengxu Zhou 73 5 0 25 Apr 2024
Whole-body Humanoid Robot Locomotion with Human Reference Qiang Zhang Peter Cui David Yan Jingkai Sun Yiqun Duan Arthur Zhang Renjing Xu 39 30 0 28 Feb 2024
ManyQuadrupeds: Learning a Single Locomotion Policy for Diverse Quadruped Robots M. Shafiee Guillaume Bellegarda A. Ijspeert 31 26 0 16 Oct 2023
Learning Vision-Based Bipedal Locomotion for Challenging Terrain Helei Duan Bikram Pandit M. S. Gadde Bart Jaap van Marum Jeremy Dao Chanho Kim Alan Fern 23 34 0 26 Sep 2023
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning Tuomas Haarnoja Ben Moran Guy Lever Sandy H. Huang Dhruva Tirumala ... Andrea Huber N. Hurley F. Nori R. Hadsell N. Heess 50 143 0 26 Apr 2023
DribbleBot: Dynamic Legged Manipulation in the Wild Yandong Ji G. Margolis Pulkit Agrawal 36 55 0 03 Apr 2023
Learning Bipedal Walking for Humanoids with Current Feedback R. P. Singh Zhaoming Xie P. Gergondet F. Kanehiro 28 29 0 07 Mar 2023
Real-World Humanoid Locomotion with Reinforcement Learning Ilija Radosavovic Tete Xiao Bike Zhang Trevor Darrell Jitendra Malik Koushil Sreenath 32 124 0 06 Mar 2023
Multi-embodiment Legged Robot Control as a Sequence Modeling Problem Chenyi Yu Weinan Zhang H. Lai Zheng Tian L. Kneip Jun Wang 33 15 0 18 Dec 2022
Practice Makes Perfect: an iterative approach to achieve precise tracking for legged robots Jingli Cheng Yasser G. Alqaham A. Sanyal Zhenyu Gan 38 4 0 22 Nov 2022
Learning Low-Frequency Motion Control for Robust and Dynamic Robot Locomotion Siddhant Gangapurwala Luigi Campanaro Ioannis Havoutis 37 12 0 29 Sep 2022
Advanced Skills by Learning Locomotion and Local Navigation End-to-End Nikita Rudin David Hoeller Marko Bjelonic Marco Hutter 80 71 0 26 Sep 2022
Recent Approaches for Perceptive Legged Locomotion Hersh Sanghvi 45 0 0 21 Sep 2022
Data-driven Adaptation for Robust Bipedal Locomotion with Step-to-Step Dynamics Min Dai Xiaobin Xiong Jaemin Lee Aaron D. Ames 48 9 0 18 Sep 2022
Perceptive Locomotion through Nonlinear Model Predictive Control R. Grandia Fabian Jenelten Shao-hua Yang Farbod Farshidian Marco Hutter 35 142 0 17 Aug 2022
Learning Bipedal Walking On Planned Footsteps For Humanoid Robots R. P. Singh M. Benallegue M. Morisawa Rafael Cisneros F. Kanehiro 54 17 0 26 Jul 2022
Learning Near-global-optimal Strategies for Hybrid Non-convex Model Predictive Control of Single Rigid Body Locomotion Xuan Lin Feng Xu Alexander Schperberg Dennis W. Hong 35 3 0 16 Jul 2022
Dynamic Bipedal Maneuvers through Sim-to-Real Reinforcement Learning Fangzhou Yu Ryan Batke Jeremy Dao J. Hurst Kevin R. Green Alan Fern 27 10 0 16 Jul 2022
Optimizing Bipedal Maneuvers of Single Rigid-Body Models for Reinforcement Learning Ryan Batke Fang-Yu Yu Jeremy Dao J. Hurst Ross L. Hatton Alan Fern Kevin R. Green 37 18 0 09 Jul 2022
Egocentric Visual Self-Modeling for Autonomous Robot Dynamics Prediction and Adaptation Yuhang Hu Boyuan Chen Hod Lipson 46 2 0 07 Jul 2022
DayDreamer: World Models for Physical Robot Learning Philipp Wu Alejandro Escontrela Danijar Hafner Ken Goldberg Pieter Abbeel 61 277 0 28 Jun 2022
Neural Scene Representation for Locomotion on Structured Terrain David Hoeller Nikita Rudin Chris Choy Anima Anandkumar Marco Hutter 37 32 0 16 Jun 2022
Rapid Locomotion via Reinforcement Learning G. Margolis Ge Yang Kartik Paigwar Tao Chen Pulkit Agrawal 49 229 0 05 May 2022
Learning Dynamic Bipedal Walking Across Stepping Stones Helei Duan A. Malik M. S. Gadde Jeremy Dao Alan Fern J. Hurst 35 10 0 03 May 2022
Custom Sine Waves Are Enough for Imitation Learning of Bipedal Gaits with Different Styles Qi Wu Chong Zhang Yanchen Liu 29 3 0 08 Apr 2022
Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors Steven Bohez S. Tunyasuvunakool Philemon Brakel Fereshteh Sadeghi Leonard Hasenclever ... Nathan Batchelor Federico Casarini J. Merel R. Hadsell N. Heess 38 51 0 31 Mar 2022
Leveraging Reward Gradients For Reinforcement Learning in Differentiable Physics Simulations Sean Gillen Katie Byl AI4CE 23 3 0 06 Mar 2022
Reactive Stepping for Humanoid Robots using Reinforcement Learning: Application to Standing Push Recovery on the Exoskeleton Atalante Alexis Duburcq Fabian Schramm Guilhem Boéris Nicolas Bredèche Y. Chevaleyre 38 8 0 02 Mar 2022
Concurrent Training of a Control Policy and a State Estimator for Dynamic and Robust Legged Locomotion Gwanghyeon Ji Juhyeok Mun Hyeongjun Kim Jemin Hwangbo 33 137 0 11 Feb 2022
GoSafeOpt: Scalable Safe Exploration for Global Optimization of Dynamical Systems Bhavya Sukhija M. Turchetta David Lindner Andreas Krause Sebastian Trimpe Dominik Baumann 31 17 0 24 Jan 2022
BiConMP: A Nonlinear Model Predictive Control Framework for Whole Body Motion Planning Avadesh Meduri Paarth Shah Julian Viereck Majid Khadiv Ioannis Havoutis Ludovic Righetti 33 73 0 19 Jan 2022
Learning Coordinated Terrain-Adaptive Locomotion by Imitating a Centroidal Dynamics Planner Philemon Brakel Steven Bohez Leonard Hasenclever N. Heess Konstantinos Bousmalis 21 16 0 30 Oct 2021
Learning to Jump from Pixels G. Margolis Tao Chen Kartik Paigwar Xiang Fu Donghyun Kim Sangbae Kim Pulkit Agrawal 57 82 0 28 Oct 2021
Integrated Task and Motion Planning for Safe Legged Navigation in Partially Observable Environments James Hegarty Zhaoyuan Gu J. Warnke Seth Hutchinson Armin Alaghi 32 32 0 23 Oct 2021
Legged Robots that Keep on Learning: Fine-Tuning Locomotion Policies in the Real World Laura M. Smith J. Kew Xue Bin Peng Sehoon Ha Jie Tan Sergey Levine 36 100 0 11 Oct 2021
Linear Policies are Sufficient to Realize Robust Bipedal Walking on Challenging Terrains L. Krishna Guillermo A. Castillo Utkarsh Aashu Mishra Ayonga Hereid Shishir Kolathaya 21 23 0 26 Sep 2021
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning Nikita Rudin David Hoeller Philipp Reist Marco Hutter 117 547 0 24 Sep 2021