Rapid Locomotion via Reinforcement Learning

5 May 2022

Tao Chen

Papers citing "Rapid Locomotion via Reinforcement Learning"

50 / 143 papers shown

Title
Quadrupedal Robot Skateboard Mounting via Reverse Curriculum Learning Danil Belov Artem Erkhov Elizaveta Pestova I. Osokin Dzmitry Tsetserukou Pavel Osinenko 24 0 0 10 May 2025
Trajectory Entropy Reinforcement Learning for Predictable and Robust Control Bang You Chenxu Wang Huaping Liu 22 0 0 07 May 2025
Robust Localization, Mapping, and Navigation for Quadruped Robots Dyuman Aditya Junning Huang Nico Bohlinger Piotr Kicki Krzysztof Walas Jan Peters Matteo Luperto Davide Tateo 17 0 0 04 May 2025
Prompt-responsive Object Retrieval with Memory-augmented Student-Teacher Learning Malte Mosbach Sven Behnke 29 0 0 04 May 2025
High-Performance Reinforcement Learning on Spot: Optimizing Simulation Parameters with Distributional Measures A. J Miller Fangzhou Yu Michael Brauckmann Farbod Farshidian OffRL BDL 16 0 0 24 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 X. Li 24 0 0 21 Apr 2025
Crossing the Human-Robot Embodiment Gap with Sim-to-Real RL using One Human Demonstration Tyler Ga Wei Lum Olivia Y. Lee C. Karen Liu Jeannette Bohg 33 0 0 17 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 24 0 0 14 Apr 2025
TAR: Teacher-Aligned Representations via Contrastive Learning for Quadrupedal Locomotion Amr Mousa Neil Karavis Michele Caprio Wei Pan Richard Allmendinger 52 0 0 26 Mar 2025
Dynamic Obstacle Avoidance with Bounded Rationality Adversarial Reinforcement Learning Jose-Luis Holgado-Alvarez Aryaman Reddi Carlo DÉramo 34 0 0 14 Mar 2025
Masked Sensory-Temporal Attention for Sensor Generalization in Quadruped Locomotion Dikai Liu Tianwei Zhang Jianxiong Yin Simon See 80 1 0 13 Mar 2025
MoE-Loco: Mixture of Experts for Multitask Locomotion Runhan Huang Shaoting Zhu Yilun Du Hang Zhao MoE 41 0 0 11 Mar 2025
Gait in Eight: Efficient On-Robot Learning for Omnidirectional Quadruped Locomotion Nico Bohlinger Jonathan Kinzel Daniel Palenicek Lukasz Antczak Jan Peters 41 0 0 11 Mar 2025
Discrete-Time Hybrid Automata Learning: Legged Locomotion Meets Skateboarding Hang Liu Sangli Teng Ben Liu Wei Zhang Maani Ghaffari 66 1 0 03 Mar 2025
Runtime Learning of Quadruped Robots in Wild Environments Yihao Cai Y. Mao L. Sha H. Cao Marco Caccamo 46 0 0 02 Mar 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
Variable Stiffness for Robust Locomotion through Reinforcement Learning Dario Spoljaric Yashuai Yan Dongheui Lee 54 0 0 13 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 70 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 Y. Zhang Zi Wang ... Jessica Hodgins Linxi Fan Yuke Zhu Changliu Liu Guanya Shi 73 7 0 03 Feb 2025
Benchmarking Model Predictive Control and Reinforcement Learning Based Control for Legged Robot Locomotion in MuJoCo Simulation Shivayogi Akki Tan Chen 43 0 0 28 Jan 2025
Force-Based Robotic Imitation Learning: A Two-Phase Approach for Construction Assembly Tasks Hengxu You Yang Ye Tianyu Zhou Jing Du 29 1 0 28 Jan 2025
Gameplay Filters: Robust Zero-Shot Safety through Adversarial Imagination D. Nguyen Kai-Chieh Hsu Wenhao Yu Jie Tan J. F. Fisac 39 1 0 17 Jan 2025
Reinforcement Learning from Wild Animal Videos Elliot Chane-Sane Constant Roux O. Stasse Nicolas Mansard 84 0 0 05 Dec 2024
QuadWBG: Generalizable Quadrupedal Whole-Body Grasping Jilong Wang Javokhirbek Rajabov Chaoyi Xu Yiming Zheng He Wang 32 1 0 11 Nov 2024
AllGaits: Learning All Quadruped Gaits and Transitions Guillaume Bellegarda M. Shafiee A. Ijspeert 21 1 0 07 Nov 2024
Eurekaverse: Environment Curriculum Generation via Large Language Models William Liang Sam Wang Hung-Ju Wang Osbert Bastani Dinesh Jayaraman Yecheng Jason Ma SyDa 24 0 0 04 Nov 2024
HOVER: Versatile Neural Whole-Body Controller for Humanoid Robots Tairan He Wenli Xiao Toru Lin Zhengyi Luo Zhenjia Xu ... Changliu Liu Guanya Shi Xiaolong Wang Linxi Fan Yuke Zhu 33 20 0 28 Oct 2024
DyPNIPP: Predicting Environment Dynamics for RL-based Robust Informative Path Planning Srujan Deolasee Siva Kailas Wenhao Luo Katia P. Sycara Woojun Kim 24 1 0 22 Oct 2024
SDS -- See it, Do it, Sorted: Quadruped Skill Synthesis from Single Video Demonstration Jeffrey Li Maria Stamatopoulou Dimitrios Kanoulas 11 1 0 15 Oct 2024
Reinforcement Learning For Quadrupedal Locomotion: Current Advancements And Future Perspectives Maurya Gurram Prakash Kumar Uttam Shantipal S. Ohol OffRL 34 0 0 14 Oct 2024
Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control Devdhar Patel H. Siegelmann OffRL 26 0 0 11 Oct 2024
Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning Vassil Atanassov Wanming Yu Alexander L. Mitchell M. N. Finean Ioannis Havoutis SSL 19 1 0 10 Oct 2024
Helpful DoggyBot: Open-World Object Fetching using Legged Robots and Vision-Language Models Qi Wu Zipeng Fu Xuxin Cheng Xiaolong Wang Chelsea Finn LM&Ro 26 8 0 30 Sep 2024
Learning to Swim: Reinforcement Learning for 6-DOF Control of Thruster-driven Autonomous Underwater Vehicles Levi Cai Kevin Chang Yogesh A. Girdhar 20 1 0 30 Sep 2024
Playful DoggyBot: Learning Agile and Precise Quadrupedal Locomotion Xin Duan Ziwen Zhuang Hang Zhao Soeren Schwertfeger 42 2 0 30 Sep 2024
Obstacle-Aware Quadrupedal Locomotion With Resilient Multi-Modal Reinforcement Learning I Made Aswin Nahrendra Byeongho Yu Minho Oh Dongkyu Lee Seunghyun Lee Hyeonwoo Lee Hyungtae Lim Hyun Myung 35 2 0 29 Sep 2024
Achieving Stable High-Speed Locomotion for Humanoid Robots with Deep Reinforcement Learning Xinming Zhang Xianghui Wang Lerong Zhang Guodong Guo Xiaoyu Shen Wei Zhang 18 0 0 25 Sep 2024
SoloParkour: Constrained Reinforcement Learning for Visual Locomotion from Privileged Experience Elliot Chane-Sane Joseph Amigo Thomas Flayols Ludovic Righetti Nicolas Mansard 41 5 0 20 Sep 2024
Agile Continuous Jumping in Discontinuous Terrains Yuxiang Yang Guanya Shi Changyi Lin Xiangyun Meng Rosario Scalise ... Wenhao Yu Tingnan Zhang Ding Zhao Jie Tan Byron Boots 11 2 0 17 Sep 2024
Robust Robot Walker: Learning Agile Locomotion over Tiny Traps Shaoting Zhu Runhan Huang Linzhan Mou Hang Zhao 23 2 0 11 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 42 11 0 10 Sep 2024
FORGE: Force-Guided Exploration for Robust Contact-Rich Manipulation under Uncertainty Michael Noseworthy Bingjie Tang Bowen Wen Ankur Handa Nicholas Roy Nicholas Roy Dieter Fox Yashraj S. Narang Iretiayo Akinola Iretiayo Akinola 44 8 0 08 Aug 2024
SF-TIM: A Simple Framework for Enhancing Quadrupedal Robot Jumping Agility by Combining Terrain Imagination and Measurement Ze Wang Yang Li Long Xu Limalka Sadith Zunwang Ma Liel David Daniel Harari Fei Gao Muhammad Haris Khan Kaiwei Wang 21 0 0 01 Aug 2024
Automatic Environment Shaping is the Next Frontier in RL Younghyo Park G. Margolis Pulkit Agrawal OffRL 32 3 0 23 Jul 2024
Learning Rapid Turning, Aerial Reorientation, and Balancing using Manipulator as a Tail Insung Yang Jemin Hwangbo 19 1 0 15 Jul 2024
UMI on Legs: Making Manipulation Policies Mobile with Manipulation-Centric Whole-body Controllers Huy Ha Yihuai Gao Zipeng Fu Jie Tan Shuran Song 27 35 0 14 Jul 2024
Vegetable Peeling: A Case Study in Constrained Dexterous Manipulation Tao Chen Eric A. Cousineau Naveen Kuppuswamy Pulkit Agrawal 17 7 0 10 Jul 2024
Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning Francisco Giral Ignacio Gómez S. L. Clainche 16 0 0 09 Jul 2024
PA-LOCO: Learning Perturbation-Adaptive Locomotion for Quadruped Robots Zhiyuan Xiao Xinyu Zhang Xiang Zhou Qingrui Zhang 18 3 0 05 Jul 2024
Commonsense Reasoning for Legged Robot Adaptation with Vision-Language Models Annie S. Chen Alec M. Lessing Andy Tang Govind Chada Laura Smith Sergey Levine Chelsea Finn LM&Ro LRM 26 8 0 02 Jul 2024