Learning Quadrupedal Locomotion over Challenging Terrain

21 October 2020

Marco Hutter

Papers citing "Learning Quadrupedal Locomotion over Challenging Terrain"

50 / 236 papers shown

Title
Deploying Foundation Model-Enabled Air and Ground Robots in the Field: Challenges and Opportunities Zachary Ravichandran Fernando Cladera Jason Hughes Varun Murali M. Hsieh George J. Pappas Camillo J Taylor Vijay R. Kumar LM&Ro 40 0 0 14 May 2025
FACET: Force-Adaptive Control via Impedance Reference Tracking for Legged Robots Botian Xu Haoyang Weng Qingzhou Lu Yang Gao Huazhe Xu 29 0 0 11 May 2025
Adaptive Wiping: Adaptive contact-rich manipulation through few-shot imitation learning with Force-Torque feedback and pre-trained object representations Chikaha Tsuji Enrique Coronado Pablo Osorio G. Venture 29 0 0 09 May 2025
Let Humanoids Hike! Integrative Skill Development on Complex Trails Kwan-Yee Lin Stella X.Yu 29 0 0 09 May 2025
Visual Imitation Enables Contextual Humanoid Control Arthur Allshire Hongsuk Choi Junyi Zhang David McAllister Anthony Zhang C. Kim Trevor Darrell Pieter Abbeel Jitendra Malik Angjoo Kanazawa LM&Ro 120 0 0 06 May 2025
LangWBC: Language-directed Humanoid Whole-Body Control via End-to-end Learning Yiyang Shao Xiaoyu Huang Bike Zhang Qiayuan Liao Yuman Gao Yufeng Chi Zhongyu Li Sophia Shao K. Sreenath LM&Ro 152 0 0 30 Apr 2025
Deformable Multibody Modeling for Model Predictive Control in Legged Locomotion with Embodied Compliance Keran Ye Konstantinos Karydis 42 0 0 28 Apr 2025
Depth-Constrained ASV Navigation with Deep RL and Limited Sensing Amirhossein Zhalehmehrabi Daniele Meli Francesco Dal Santo Francesco Trotti Alessandro Farinelli 24 0 0 25 Apr 2025
Instrumentation for Better Demonstrations: A Case Study Remko Proesmans Thomas Lips Francis Wyffels 24 0 0 25 Apr 2025
Dynamic Legged Ball Manipulation on Rugged Terrains with Hierarchical Reinforcement Learning Dongjie Zhu Zhuo Yang Tianhang Wu Luzhou Ge X. Li Qi Liu Xuzhao Li 29 0 0 21 Apr 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
Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models Nicolas Baumann Cheng Hu Paviththiren Sivasothilingam Haotong Qin Lei Xie Michele Magno Luca Benini 27 1 0 15 Apr 2025
Teacher Motion Priors: Enhancing Robot Locomotion over Challenging Terrain Fangcheng Jin Yuqi Wang Peixin Ma Guodong Yang Pan Zhao En Li Zhengtao Zhang 34 0 0 14 Apr 2025
Learning Bipedal Locomotion on Gear-Driven Humanoid Robot Using Foot-Mounted IMUs Sotaro Katayama Yuta Koda Norio Nagatsuka Masaya Kinoshita 53 0 0 01 Apr 2025
AcL: Action Learner for Fault-Tolerant Quadruped Locomotion Control Tianyu Xu Yaoyu Cheng Pinxi Shen Lin Zhao 59 0 0 27 Mar 2025
LEVA: A high-mobility logistic vehicle with legged suspension Marco Arnold Lukas Hildebrandt Kaspar Janssen Efe Ongan Pascal Bürge ... Turcan Tuna Giorgio Valsecchi Cedric Weibel Marco Hutter Michael Wütrich 43 0 0 13 Mar 2025
Masked Sensory-Temporal Attention for Sensor Generalization in Quadruped Locomotion Dikai Liu Tianwei Zhang Jianxiong Yin Simon See 92 1 0 13 Mar 2025
Energy-Efficient Motion Planner for Legged Robots Alexander Schperberg Marcel Menner Stefano Di Cairano 56 0 0 08 Mar 2025
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic B. Mabsout Abdelrahman AbdelGawad R. Mancuso 38 1 0 04 Mar 2025
ArticuBot: Learning Universal Articulated Object Manipulation Policy via Large Scale Simulation Yufei Wang Ziyu Wang Mino Nakura Pratik Bhowal Chia-Liang Kuo Yi-Ting Chen Zackory M. Erickson David Held 66 0 0 04 Mar 2025
Learning Perceptive Humanoid Locomotion over Challenging Terrain Wandong Sun Baoshi Cao L. Chen Yongbo Su Yang Liu Zongwu Xie Hong Liu 55 0 0 02 Mar 2025
Online Friction Coefficient Identification for Legged Robots on Slippery Terrain Using Smoothed Contact Gradients Hajun Kim Dongyun Kang Min-Gyu Kim Gijeong Kim Hae-Won Park 58 0 0 24 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 Humanoid Locomotion with World Model Reconstruction Wandong Sun L. Chen Yongbo Su Baoshi Cao Yang Liu Zongwu Xie 55 1 0 22 Feb 2025
Robotic Table Tennis: A Case Study into a High Speed Learning System David B. DÁmbrosio Jonathan Abelian Saminda Abeyruwan Michael Ahn Alex Bewley ... Vikas Sindhwani Avi Singh Vincent Vanhoucke Grace Vesom Peng-Tao Xu 60 13 0 20 Feb 2025
Learning Quiet Walking for a Small Home Robot Ryo Watanabe Takahiro Miki Fan Shi Yuki Kadokawa Filip Bjelonic Kento Kawaharazuka Andrei Cramariuc Marco Hutter 38 1 0 16 Feb 2025
Bridging the Sim-to-Real Gap for Athletic Loco-Manipulation Nolan Fey G. Margolis Martin Peticco Pulkit Agrawal 52 3 0 15 Feb 2025
Variable Stiffness for Robust Locomotion through Reinforcement Learning Dario Spoljaric Yashuai Yan Dongheui Lee 62 0 0 13 Feb 2025
A Real-to-Sim-to-Real Approach to Robotic Manipulation with VLM-Generated Iterative Keypoint Rewards Shivansh Patel Xinchen Yin Wenlong Huang Shubham Garg H. Nayyeri Li Fei-Fei Svetlana Lazebnik Yongqian Li 92 0 0 12 Feb 2025
HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation Yi Li Yuquan Deng Jingyang Zhang Joel Jang Marius Memme ... Fabio Ramos Dieter Fox Anqi Li Abhishek Gupta Ankit Goyal LM&Ro 99 9 0 08 Feb 2025
Rapidly Adapting Policies to the Real World via Simulation-Guided Fine-Tuning Patrick Yin Tyler Westenbroek Simran Bagaria Kevin Huang Ching-an Cheng Andrey Kobolov Abhishek Gupta 78 2 0 04 Feb 2025
ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills Tairan He J. Gao Wenli Xiao Yuyao Zhang Zi Wang ... Jessica Hodgins Linxi Fan Yuke Zhu Changliu Liu Guanya Shi 84 10 0 03 Feb 2025
Toward Task Generalization via Memory Augmentation in Meta-Reinforcement Learning Kaixi Bao Chenhao Li Yarden As Andreas Krause Marco Hutter OffRL CLL 116 1 0 03 Feb 2025
Embrace Collisions: Humanoid Shadowing for Deployable Contact-Agnostics Motions Ziwen Zhuang Hang Zhao 46 6 0 03 Feb 2025
ToddlerBot: Open-Source ML-Compatible Humanoid Platform for Loco-Manipulation Haochen Shi Weizhuo Wang Shuran Song C. Karen Liu 43 3 0 02 Feb 2025
CAIMAN: Causal Action Influence Detection for Sample-efficient Loco-manipulation Yuanchen Yuan Jin Cheng Núria Armengol Urpí Stelian Coros 71 1 0 02 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yuqing Yang Xiao Lin Zhipeng Zhao SSL 86 9 0 28 Jan 2025
Learning to Hop for a Single-Legged Robot with Parallel Mechanism Hongbo Zhang X. Chu Yanlin Chen Yunxi Tang Linzhu Yue Yun-hui Liu K. W. S. Au 34 0 0 21 Jan 2025
Robust Contact-rich Manipulation through Implicit Motor Adaptation Teng Xue Amirreza Razmjoo Suhan Shetty Sylvain Calinon 102 1 0 16 Dec 2024
BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics Keyi Shen Jiangwei Yu Huan Zhang Yunzhu Li Yunzhu Li 87 1 0 12 Dec 2024
QuadWBG: Generalizable Quadrupedal Whole-Body Grasping Jilong Wang Javokhirbek Rajabov Chaoyi Xu Yiming Zheng He Wang 43 1 0 11 Nov 2024
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 44 3 0 11 Nov 2024
Environment as Policy: Learning to Race in Unseen Tracks Hongze Wang Jiaxu Xing Nico Messikommer Davide Scaramuzza 29 1 0 29 Oct 2024
Local Policies Enable Zero-shot Long-horizon Manipulation Murtaza Dalal Min Liu Walter Talbott Chen Chen Deepak Pathak Jian Zhang Ruslan Salakhutdinov 38 3 0 29 Oct 2024
Playful DoggyBot: Learning Agile and Precise Quadrupedal Locomotion Xin Duan Ziwen Zhuang Hang Zhao Soeren Schwertfeger 49 2 0 30 Sep 2024
The Duke Humanoid: Design and Control For Energy Efficient Bipedal Locomotion Using Passive Dynamics Boxi Xia Bokuan Li Jacob Lee Michael Scutari Boyuan Chen AI4CE 31 4 0 29 Sep 2024
Behavior evolution-inspired approach to walking gait reinforcement training for quadruped robots Yu Wang Wenchuan Jia Yi Sun Dong He 30 0 0 25 Sep 2024
Whole-body End-Effector Pose Tracking Tifanny Portela Andrei Cramariuc Mayank Mittal Marco Hutter 47 3 0 24 Sep 2024
A Learning Framework for Diverse Legged Robot Locomotion Using Barrier-Based Style Rewards Gijeong Kim Yong-Hoon Lee Hae-Won Park 51 4 0 24 Sep 2024
SoloParkour: Constrained Reinforcement Learning for Visual Locomotion from Privileged Experience Elliot Chane-Sane Joseph Amigo Thomas Flayols Ludovic Righetti Nicolas Mansard 54 6 0 20 Sep 2024