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Sim-to-Real Learning of All Common Bipedal Gaits via Periodic Reward
  Composition
v1v2 (latest)

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

IEEE International Conference on Robotics and Automation (ICRA), 2020
2 November 2020
J. Siekmann
Yesh Godse
Alan Fern
J. Hurst
ArXiv (abs)PDFHTML

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

50 / 116 papers shown
Sim-to-Real Transfer in Deep Reinforcement Learning for Bipedal Locomotion
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Lingfan Bao
Tianhu Peng
Chengxu Zhou
101
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0
09 Nov 2025
Periodic Skill Discovery
Periodic Skill Discovery
Jonghae Park
Daesol Cho
Jusuk Lee
D. Shim
Inkyu Jang
H. J. Kim
318
0
0
05 Nov 2025
Heuristic Step Planning for Learning Dynamic Bipedal Locomotion: A Comparative Study of Model-Based and Model-Free Approaches
Heuristic Step Planning for Learning Dynamic Bipedal Locomotion: A Comparative Study of Model-Based and Model-Free Approaches
William Suliman
Ekaterina Chaikovskaia
Egor Davydenko
R. Gorbachev
99
0
0
02 Nov 2025
NaviGait: Navigating Dynamically Feasible Gait Libraries using Deep Reinforcement Learning
NaviGait: Navigating Dynamically Feasible Gait Libraries using Deep Reinforcement Learning
Neil C. Janwani
Varun Madabushi
Maegan Tucker
105
0
0
13 Oct 2025
Towards Dynamic Quadrupedal Gaits: A Symmetry-Guided RL Hierarchy Enables Free Gait Transitions at Varying Speeds
Towards Dynamic Quadrupedal Gaits: A Symmetry-Guided RL Hierarchy Enables Free Gait Transitions at Varying Speeds
Jiayu Ding
Xulin Chen
Garrett E. Katz
Zhenyu Gan
62
0
0
12 Oct 2025
DexNDM: Closing the Reality Gap for Dexterous In-Hand Rotation via Joint-Wise Neural Dynamics Model
DexNDM: Closing the Reality Gap for Dexterous In-Hand Rotation via Joint-Wise Neural Dynamics Model
Xueyi Liu
He Wang
Li Yi
93
1
0
09 Oct 2025
LocoFormer: Generalist Locomotion via Long-context Adaptation
LocoFormer: Generalist Locomotion via Long-context Adaptation
Min Liu
Deepak Pathak
Ananye Agarwal
132
0
0
28 Sep 2025
RobotDancing: Residual-Action Reinforcement Learning Enables Robust Long-Horizon Humanoid Motion Tracking
RobotDancing: Residual-Action Reinforcement Learning Enables Robust Long-Horizon Humanoid Motion Tracking
Zhenguo Sun
Yibo Peng
Y. Meng
Xukun Li
Bo-Sheng Huang
Zhenshan Bing
Xinlong Wang
Alois C. Knoll
172
0
0
25 Sep 2025
HuMam: Humanoid Motion Control via End-to-End Deep Reinforcement Learning with Mamba
HuMam: Humanoid Motion Control via End-to-End Deep Reinforcement Learning with Mamba
Yinuo Wang
Yuanyang Qi
Jinzhao Zhou
Gavin Tao
Mamba
136
0
0
22 Sep 2025
Contrastive Representation Learning for Robust Sim-to-Real Transfer of Adaptive Humanoid Locomotion
Contrastive Representation Learning for Robust Sim-to-Real Transfer of Adaptive Humanoid Locomotion
Yidan Lu
Rurui Yang
Qiran Kou
Mengting Chen
Tao Fan
Peter Cui
Yinzhao Dong
Peng Lu
119
1
0
16 Sep 2025
Non-conflicting Energy Minimization in Reinforcement Learning based Robot Control
Non-conflicting Energy Minimization in Reinforcement Learning based Robot Control
Skand Peri
Akhil Perincherry
Bikram Pandit
Stefan Lee
131
0
0
01 Sep 2025
MASH: Cooperative-Heterogeneous Multi-Agent Reinforcement Learning for Single Humanoid Robot Locomotion
MASH: Cooperative-Heterogeneous Multi-Agent Reinforcement Learning for Single Humanoid Robot Locomotion
Qi Liu
Xiaopeng Zhang
Mingshan Tan
Shuaikang Ma
Jinliang Ding
Yanjie Li
93
1
0
14 Aug 2025
Achieving Precise and Reliable Locomotion with Differentiable Simulation-Based System Identification
Achieving Precise and Reliable Locomotion with Differentiable Simulation-Based System Identification
Vyacheslav Kovalev
Ekaterina Chaikovskaia
Egor Davydenko
R. Gorbachev
85
0
0
06 Aug 2025
Optimizing Bipedal Locomotion for The 100m Dash With Comparison to Human Running
Optimizing Bipedal Locomotion for The 100m Dash With Comparison to Human RunningIEEE International Conference on Robotics and Automation (ICRA), 2023
Devin Crowley
Jeremy Dao
Helei Duan
Kevin R. Green
J. Hurst
Alan Fern
111
30
0
05 Aug 2025
In-between Motion Generation Based Multi-Style Quadruped Robot Locomotion
In-between Motion Generation Based Multi-Style Quadruped Robot Locomotion
Yuanhao Chen
Liu Zhao
Ji Ma
Peng Lu
166
1
0
30 Jul 2025
Integrating Diffusion-based Multi-task Learning with Online Reinforcement Learning for Robust Quadruped Robot Control
Integrating Diffusion-based Multi-task Learning with Online Reinforcement Learning for Robust Quadruped Robot Control
Xinyao Qin
Xiaoteng Ma
Yang Qi
Qihan Liu
Chuanyi Xue
Ning Gui
Qinyu Dong
Jun Yang
Bin Liang
229
1
0
08 Jul 2025
Booster Gym: An End-to-End Reinforcement Learning Framework for Humanoid Robot Locomotion
Booster Gym: An End-to-End Reinforcement Learning Framework for Humanoid Robot Locomotion
Yushi Wang
Penghui Chen
Xinyu Han
Feng Wu
Mingguo Zhao
OffRL
178
7
0
18 Jun 2025
Periodic Bipedal Gait Learning Using Reward Composition Based on a Novel Gait Planner for Humanoid Robots
Bolin Li
Linwei Sun
Xuecong Huang
Yuzhi Jiang
Lijun Zhu
127
0
0
10 Jun 2025
Versatile Loco-Manipulation through Flexible Interlimb Coordination
Versatile Loco-Manipulation through Flexible Interlimb Coordination
Xinghao Zhu
Yuxin Chen
Lingfeng Sun
Farzad Niroui
Simon Le Cleac'h
Jiuguang Wang
Kuan Fang
284
6
0
09 Jun 2025
Gait-Conditioned Reinforcement Learning with Multi-Phase Curriculum for Humanoid Locomotion
Gait-Conditioned Reinforcement Learning with Multi-Phase Curriculum for Humanoid Locomotion
Tianhu Peng
Lingfan Bao
Chengxu Zhou
347
3
0
27 May 2025
Robust Humanoid Walking on Compliant and Uneven Terrain with Deep Reinforcement Learning
Robust Humanoid Walking on Compliant and Uneven Terrain with Deep Reinforcement LearningIEEE-RAS International Conference on Humanoid Robots (Humanoids), 2024
R. P. Singh
M. Morisawa
M. Benallegue
Zhaoming Xie
F. Kanehiro
325
5
0
18 Apr 2025
PPF: Pre-training and Preservative Fine-tuning of Humanoid Locomotion via Model-Assumption-based Regularization
PPF: Pre-training and Preservative Fine-tuning of Humanoid Locomotion via Model-Assumption-based RegularizationIEEE Robotics and Automation Letters (IEEE RA-L), 2025
Hyunyoung Jung
Zhaoyuan Gu
Ye Zhao
Hae-Won Park
Sehoon Ha
316
0
0
14 Apr 2025
Spectral Normalization for Lipschitz-Constrained Policies on Learning Humanoid Locomotion
Spectral Normalization for Lipschitz-Constrained Policies on Learning Humanoid Locomotion
Jaeyong Shin
Woohyun Cha
Donghyeon Kim
Junhyeok Cha
Jaeheung Park
227
2
0
11 Apr 2025
Sim-to-Real of Humanoid Locomotion Policies via Joint Torque Space Perturbation Injection
Sim-to-Real of Humanoid Locomotion Policies via Joint Torque Space Perturbation Injection
Woohyun Cha
Junhyeok Cha
Jaeyong Shin
Donghyeon Kim
Jaeheung Park
308
3
0
09 Apr 2025
LiPS: Large-Scale Humanoid Robot Reinforcement Learning with Parallel-Series Structures
Qiang Zhang
Gang Han
Jingkai Sun
Wen Zhao
Jiahang Cao
Jiaxu Wang
Hao-Ran Cheng
Li Zhang
Yijie Guo
Zhanchen Zhu
AI4CE
298
4
0
11 Mar 2025
Distillation-PPO: A Novel Two-Stage Reinforcement Learning Framework for Humanoid Robot Perceptive Locomotion
Qiang Zhang
Gang Han
Jingkai Sun
Wen Zhao
Chenghao Sun
Jiahang Cao
Jiaxu Wang
Yijie Guo
Zhanchen Zhu
309
10
0
11 Mar 2025
Trinity: A Modular Humanoid Robot AI System
Jingkai Sun
Qiang Zhang
Gang Han
Wen Zhao
Zhe Yong
Yan He
Jiaxu Wang
Jiahang Cao
Yijie Guo
Zhanchen Zhu
225
3
0
11 Mar 2025
Music-Driven Legged Robots: Synchronized Walking to Rhythmic BeatsIEEE International Conference on Robotics and Automation (ICRA), 2025
Taixian Hou
Yueqi Zhang
Xiaoyi Wei
Zhiyan Dong
Jiafu Yi
Peng Zhai
Lihua Zhang
217
0
0
06 Mar 2025
Design and Control of a Bipedal Robotic Character
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
349
28
0
10 Jan 2025
Learning Humanoid Locomotion over Challenging Terrain
Learning Humanoid Locomotion over Challenging Terrain
Ilija Radosavovic
Sarthak Kamat
Trevor Darrell
Jitendra Malik
182
35
0
04 Oct 2024
A Learning Framework for Diverse Legged Robot Locomotion Using Barrier-Based Style Rewards
A Learning Framework for Diverse Legged Robot Locomotion Using Barrier-Based Style RewardsIEEE International Conference on Robotics and Automation (ICRA), 2024
Gijeong Kim
Yong-Hoon Lee
Hae-Won Park
436
10
0
24 Sep 2024
AnyBipe: An End-to-End Framework for Training and Deploying Bipedal Robots Guided by Large Language Models
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
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413
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13 Sep 2024
Learning Skateboarding for Humanoid Robots through Massively Parallel
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Learning Skateboarding for Humanoid Robots through Massively Parallel Reinforcement Learning
William Thibault
Vidyasagar Rajendran
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Katja Mombaur
191
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Advancing Humanoid Locomotion: Mastering Challenging Terrains with
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Xinyang Gu
Yen-Jen Wang
Xiang Zhu
Chengming Shi
Yanjiang Guo
Yichen Liu
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243
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Berkeley Humanoid: A Research Platform for Learning-based Control
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Zhongyu Li
Koushil Sreenath
319
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Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots
Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots
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Aayam Shrestha
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Bart Jaap van Marum
Alan Fern
356
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Learning Velocity-based Humanoid Locomotion: Massively Parallel Learning
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Learning Velocity-based Humanoid Locomotion: Massively Parallel Learning with Brax and MJX
William Thibault
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Katja Mombaur
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Learning Bipedal Walking on a Quadruped Robot via Adversarial Motion
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Lingfan Bao
Joseph Humphreys
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QuadrupedGPT: Towards a Versatile Quadruped Agent in Open-ended Worlds
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HumanPlus: Humanoid Shadowing and Imitation from Humans
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344
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OmniH2O: Universal and Dexterous Human-to-Humanoid Whole-Body
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OmniH2O: Universal and Dexterous Human-to-Humanoid Whole-Body Teleoperation and Learning
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Zhengyi Luo
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Wenli Xiao
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Weinan Zhang
Kris Kitani
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Guanya Shi
285
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Learning-based legged locomotion; state of the art and future
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Joonho Lee
M. van de Panne
Zhaoming Xie
Wenhao Yu
Majid Khadiv
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Learning Generic and Dynamic Locomotion of Humanoids Across Discrete
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Rethinking Robustness Assessment: Adversarial Attacks on Learning-based
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Takahiro Miki
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Revisiting Reward Design and Evaluation for Robust Humanoid Standing and
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