Sim-to-Real Learning of All Common Bipedal Gaits via Periodic Reward Composition

2 November 2020

Papers citing "Sim-to-Real Learning of All Common Bipedal Gaits via Periodic Reward Composition"

36 / 36 papers shown

Title
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
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
A Learning Framework for Diverse Legged Robot Locomotion Using Barrier-Based Style Rewards Gijeong Kim Yong-Hoon Lee Hae-Won Park 51 6 0 24 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
Learning Skateboarding for Humanoid Robots through Massively Parallel Reinforcement Learning William Thibault Vidyasagar Rajendran William Melek Katja Mombaur 29 1 0 12 Sep 2024
Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Pranay Dugar Aayam Shrestha Fangzhou Yu Bart Jaap van Marum Alan Fern 34 10 0 30 Jul 2024
Learning Velocity-based Humanoid Locomotion: Massively Parallel Learning with Brax and MJX William Thibault William Melek Katja Mombaur 33 1 0 06 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
Explicit Lipschitz Value Estimation Enhances Policy Robustness Against Perturbation Xulin Chen Ruipeng Liu Garret E. Katz 42 0 0 22 Apr 2024
Humanoid-Gym: Reinforcement Learning for Humanoid Robot with Zero-Shot Sim2Real Transfer Xinyang Gu Yen-Jen Wang Jianyu Chen 42 35 0 08 Apr 2024
Adaptive Energy Regularization for Autonomous Gait Transition and Energy-Efficient Quadruped Locomotion Boyuan Liang Lingfeng Sun Xinghao Zhu Bike Zhang Ziyin Xiong Yixiao Wang Chenran Li Koushil Sreenath Masayoshi Tomizuka 79 3 0 29 Mar 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
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 21 33 0 26 Sep 2023
Barkour: Benchmarking Animal-level Agility with Quadruped Robots Ken Caluwaerts Atil Iscen J. Kew Wenhao Yu Tingnan Zhang ... J. Seto Carolina Parada Vikas Sindhwani Vincent Vanhoucke Jie Tan 27 59 0 24 May 2023
From Data-Fitting to Discovery: Interpreting the Neural Dynamics of Motor Control through Reinforcement Learning Eugene R. Rush Kaushik Jayaram J. Humbert 24 1 0 18 May 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
Learning Over Contracting and Lipschitz Closed-Loops for Partially-Observed Nonlinear Systems (Extended Version) Nicholas H. Barbara Ruigang Wang I. Manchester 19 3 0 12 Apr 2023
DribbleBot: Dynamic Legged Manipulation in the Wild Yandong Ji G. Margolis Pulkit Agrawal 34 54 0 03 Apr 2023
Learning Bipedal Walking for Humanoids with Current Feedback R. P. Singh Zhaoming Xie P. Gergondet F. Kanehiro 26 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
Optimization-Based Control for Dynamic Legged Robots Patrick M. Wensing Michael Posa Yue Hu Adrien Escande Nicolas Mansard Andrea Del Prete 30 141 0 21 Nov 2022
Learning Bipedal Walking On Planned Footsteps For Humanoid Robots R. P. Singh M. Benallegue M. Morisawa Rafael Cisneros F. Kanehiro 52 17 0 26 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
Bridging Model-based Safety and Model-free Reinforcement Learning through System Identification of Low Dimensional Linear Models Zhongyu Li Jun Zeng A. Thirugnanam Koushil Sreenath 29 16 0 11 May 2022
Learning Dynamic Bipedal Walking Across Stepping Stones Helei Duan A. Malik M. S. Gadde Jeremy Dao Alan Fern J. Hurst 32 10 0 03 May 2022
Sim-to-Real Learning for Bipedal Locomotion Under Unsensed Dynamic Loads Jeremy Dao Kevin R. Green Helei Duan Alan Fern J. Hurst 19 30 0 09 Apr 2022
Custom Sine Waves Are Enough for Imitation Learning of Bipedal Gaits with Different Styles Qi Wu Chong Zhang Yanchen Liu 27 3 0 08 Apr 2022
Motion Planning for Agile Legged Locomotion using Failure Margin Constraints Kevin R. Green John Warila Ross L. Hatton J. Hurst 19 1 0 28 Mar 2022
Adversarial Motion Priors Make Good Substitutes for Complex Reward Functions Alejandro Escontrela Xue Bin Peng Wenhao Yu Tingnan Zhang Atil Iscen Ken Goldberg Pieter Abbeel 20 112 0 28 Mar 2022
Bayesian Optimization Meets Hybrid Zero Dynamics: Safe Parameter Learning for Bipedal Locomotion Control Lizhi Yang Zhongyu Li Jun Zeng Koushil Sreenath 16 13 0 04 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 27 137 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
Learning multiple gaits of quadruped robot using hierarchical reinforcement learning Yunho Kim Bukun Son Dongjun Lee 31 8 0 09 Dec 2021
Natural Multicontact Walking for Robotic Assistive Devices via Musculoskeletal Models and Hybrid Zero Dynamics Kejun Li Maegan Tucker Rachel Gehlhar Yisong Yue Aaron D. Ames 25 11 0 10 Sep 2021
Robust High-speed Running for Quadruped Robots via Deep Reinforcement Learning Guillaume Bellegarda Yiyu Chen Zhuochen Liu Quan Nguyen 34 44 0 11 Mar 2021