Learning quadrupedal locomotion over challenging terrain

Lee, Joonho, Hwangbo, Jemin, Wellhausen, Lorenz, Koltun, Vladlen, Hutter, Marco·2020·Science Robotics

Cited by (1,003)

Items 801–900 of 1,003

  1. The Robotic Guide Dog for individuals with visual impairments
    Shangke Lyu, Zhenyu Wei, Donglin Wang · 2025 · Nature Reviews Electrical Engineering
  2. Robust and topology-aware motion planning with moving obstacles
    Panagiotis Rousseas, Dimitra Panagou, Kostas J. Kyriakopoulos · 2025 · The International Journal of Robotics Research
  3. Growable and interpretable neural control with online continual learning for autonomous lifelong locomotion learning machines
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  4. A segmented motion synthesis method for robotic task-oriented locomotion imitation system
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  5. End-to-End Multi-Task Policy Learning from NMPC for Quadruped Locomotion
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  6. Dynamic Mirror Descent based Model Predictive Control for Accelerating Robot Learning
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  7. Model-free End-to-end Learning of Agile Quadrupedal Locomotion over Challenging Terrain
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  8. SafeTAC: Safe Tsallis Actor-Critic Reinforcement Learning for Safer Exploration
    Dohyeong Kim, Jaeseok Heo, Songhwai Oh · 2022 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  9. Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes
    Steve Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker · 2022 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  10. A passive, asymmetrically-compliant knee joint improves obstacle traversal in an insect-scale legged robot
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  11. Ground Contact Parameter Estimation Guided Gait Planning for Hexapod Robots
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  12. Stability of a Groucho-Style Bounding Run in the Sagittal Plane
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  13. Contact Reduction with Bounded Stiffness for Robust Sim-to-Real Transfer of Robot Assembly
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  14. Evolving Dynamic Locomotion Policies in Minutes
    Konstantinos I. Chatzilygeroudis, Constantinos G. Tsakonas, Michael N. Vrahatis · 2023 · International Conference on Information, Intelligence, Systems & Applications (IISA)
  15. Adaptive Gait Acquisition through Learning Dynamic Stimulus Instinct of Bipedal Robot
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  16. Achieving Velocity Tracking Despite Model Uncertainty for a Quadruped Robot with a PD-ILC Controller
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  17. A Sliding Cone Control Method for Robust Robot Running
    Chun Ho David Lo, Wee Shen Ng, Xiangyu Chu, Kwok Wai Samuel Au · 2024 · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference
  18. Leveraging Curriculum Reinforcement Learning for Rocket Powered Landing Guidance and Control
    Han Yuan, Yongzhi Zhao, Yu Mou, Xiaojun Wang · 2021 · China Automation Congress (CAC)
  19. An environment emulator for training a neural network model to solve the “Following the leader” task
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  20. CapPlanner: Adaptable to Various Topology and Locomotion Capability for Hexapod Robots
    Changda Tian, Yue Gao · 2022 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  21. A Motion Planning and Control Method of Quadruped Robot Based on Deep Reinforcement Learning
    Weilong Liu, Bin Li, Landong Hou, Shuhui Yang, Yiming Xu, Lixia Liu · 2022 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  22. Design a Hybrid Energy-Supply for the Electrically Driven Heavy-Duty Hexapod Vehicle
    Zhenyu Xu, Haoyuan Yi, Dan Liu, Ru Zhang, Xin Luo · 2023 · Journal of Bionic Engineering
  23. Agile and Versatile Robot Locomotion via Kernel-based Residual Learning
    Milo Carroll, Zhaocheng Liu, Mohammadreza Kasaei, Zhibin Li · 2023 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  24. Bound Controller for a Quadruped Robot using Pre-Fitting Deep Reinforcement Learning.
    Anqiao Li, Zhicheng Wang, Jun Wu, Qiuguo Zhu · 2020 · arXiv (Cornell University)
  25. Learning Quadruped Locomotion Policies with Reward Machines.
    David DeFazio, Shiqi Zhang · 2021 · arXiv (Cornell University)
  26. Learning Vision-Guided Dynamic Locomotion Over Challenging Terrains
    Zhaocheng Liu, Fernando Acero, Zhibin Li · 2021 · arXiv (Cornell University)
  27. Attaining Interpretability in Reinforcement Learning via Hierarchical Primitive Composition.
    Jeong Hoon Lee, Jongeun Choi · 2021 · arXiv (Cornell University)
  28. Real-time Optimal Landing Control of the MIT Mini Cheetah
    Se Hwan Jeon, Sangbae Kim, Donghyun Kim · 2021 · arXiv (Cornell University)
  29. Proceedings of the Workshop on Adaptive AIoT Systems
    2024
  30. Enhancing the Adaptability of Hexapod Robots via Multi-Agent Reinforcement Learning and Value Function Decomposition
    Weishu Zhan, Laura E. Ray · 2024 · WRC Symposium on Advanced Robotics and Automation (WRC SARA)
  31. MGL4QGR: Multi-Gait Locomotion of Quadruped Guide Robot via Teacher-Student Learning
    Baoping Ma, Yuanxiang Wang, Wenrui Wang, Feng Chen, Hongwei Kan, Qirong Tang · 2024 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  32. Rapid Learning of Natural Gaits for Quadrupedal Locomotion and Skill Reuse in Downstream Tasks
    Kaicen Li, Wei Gao, Shiwu Zhang · 2024 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  33. Bio-Inspired Soft Variable-Stiffness Prehensile Tail Enabling Versatile Grasping and Enhancing Dynamic Mobility
    Jiajun An, Huayu Zhang, Shengzhi Wang, Zelin Li, Han Chien LIN, Zihan Oliver Zeng, Qing Wen, Xingming Gan, Dongming Gan, Upinder Kaur et al. · 2025 · IEEE Robotics and Automation Letters
  34. Gait Optimization for Underwater Legged Robots Using Data-Driven Hydrodynamic Modeling and Reinforcement Learning
    Seokyong Song, Taesik Kim, Seungmin Kim, Joonho Lee, Son‐Cheol Yu · 2025 · IEEE Robotics and Automation Letters
  35. Visual-Privileged Co-Learning for Industrial Board-to-Board Connectors Force-Guided Assembly Task
    Song Wang, Bin Wang, Guanghui Shen, Dan Wu · 2025 · IEEE Robotics and Automation Letters
  36. Optimal Torque Distribution via Dynamic Adaptation for Quadrupedal Locomotion on Slippery Terrains
    Despina-Ekaterini Argiropoulos, Michael Maravgakis, Changda Tian, Dimitrios Papageorgiou, Panos E. Trahanias · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  37. Enhancing Navigation Efficiency of Quadruped Robots via Leveraging Personal Transportation Platforms
    Minsung Yoon, Sung‐Eui Yoon · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
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  39. Learning Robust Quadruped Locomotion using Dynamic Reward Shaping and Domain Randomization
    Wenshuo Liu, Ning Tan · 2025 · IEEE International Conference on Real-time Computing and Robotics (RCAR)
  40. A Generalist Agent Learning Architecture for Versatile Quadruped Locomotion
    Yanyun Chen, Ran Song, Jiapeng Sheng, Xing Fang, Wenhao Tan, Yibin Li, Wei Zhang · 2025 · IEEE Transactions on Automation Science and Engineering
  41. Residual Policy Optimization With Trust Region Constraints: A Learning Framework for Stable and Agile Wheel-Legged Locomotion
    Naifeng He, Zhong Yang, Xiaoliang Fan, Wenqiang Que, Siyang Liu, Hongyu Xu, Chunguang Bu, Bi Zhang · 2025 · IEEE Transactions on Automation Science and Engineering
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    Zhirun Li, Kairao Zheng, Yiqing Yuan, Junlong Huang, Xiaoxun Zhang, Jinze Wu, Hui Cheng · 2025 · IEEE Robotics and Automation Letters
  43. Motion Control of Wheeled-Legged Quadrupeds on Complex Terrains via Integrated Latent Encoding
    Xinyuan Shi, Shijun Xiao, Hui Ding, Teng Chen, Chao Ding, Guoteng Zhang, Xuewen Rong · 2025 · Procedia Computer Science
  44. Visual-tactile perception for a biomimetic robot in constrained environments
    Yulai Zhang, Zhiqiang Yu, Zuowei Chen, Qing Shi · 2025 · Bioinspiration & Biomimetics
  45. Learning to traverse challenging terrain using vision and forward kinematics*
    Jiajun Dong, Yanbin Xu, Chao Ren, Chaoxu Mu, Feng Dong · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  46. ARC: Robots Adaptive Risk-aware Robust Control via Distributional Reinforcement Learning
    Junlong Wu, Yi Cheng, Hang Liu, Houde Liu · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  47. Addressing Dimensional Scaling in Reinforcement Learning for Symbolic Locomotion Policies through Leveraging Inductive Priors
    Rogier Fransen, Richard Bowden, Simon Hadfield · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  48. HAC-LOCO: Learning Hierarchical Active Compliance Control for Quadruped Locomotion under Continuous External Disturbances
    Xiang Jiang Zhou, Xinyu Zhang, Tong Wu, Qingrui Zhang, Lixian Zhang · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  49. Understanding the Impact of Modeling Abstractions on Motion Planning for Deformable Linear Objects
    Jimmy Envall, Bernhard Thomaszewski A, Stelian Coros · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  50. Energy-Efficient Motion Planner for Legged Robots
    Alexander V. Schperberg, Marcel Menner, Stefano Di Cairano · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  51. Closing the intent-to-behavior gap via Fulfillment Priority Logic
    Bassel El Mabsout, A. Abdelgawad, Renato Mancuso · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  52. BeeTLe: Blind Terrain-aware Learned Locomotion
    Rogier Fransen, Richard Bowden, Simon Hadfield · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  53. FPGA Hardware Neural Control of CartPole and F1TENTH Race Car
    Marcin Paluch, Florian Bolli, Xiang Deng, Antonio Ríos-Navarro, Chang Gao, Tobi Delbrück · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  54. Adaptive Model Predictive Path Integral Control for Path Tracking of Legged Robots
    Yuzhe Wu, Hanliu Wang, Ruitong Liu, Kenji Hashimoto · 2025 · International Conference on Advanced Algorithms and Neural Networks (AANN)
  55. Learning Perceptive Legged Robot Locomotion in the Real World: A Systematic Review
    Irfan Tito Kurniawan, Wei Dong Zhu, Dai Owaki, Mitsuhiro Hayashibe · 2025 · IEEE Robotics & Automation Magazine
  56. Online Behavior-Centric Adaptation for Bipedal Robot Sim-to-Real Transfer With Unmodeled Dynamics Mismatch
    Xuechao Chen, Yidong Du, Zishun Zhou, Zhicheng Yuan, Qingrui Zhao, Fei Meng, Zhangguo Yu, Peng Lu, Qiang Huang · 2025 · IEEE Transactions on Automation Science and Engineering
  57. A Combined Impedance and Optimization-Based Nonlinear MPC Approach for Stable Humanoid Locomotion
    Helin Wang · 2026 · Electronics
  58. Motion Strategy Generation Based on Multimodal Motion Primitives and Reinforcement Learning Imitation for Quadruped Robots
    Qin Zhang, Guanglei Li, Benhang Liu, Chenxi Li, Chuanle Zhu, Hui Chai · 2026 · Biomimetics
  59. Learning Humanoid Locomotion Skills for Material Handling and Transportation in Construction Sites
    Alamgir Hossain, Dingyuan Huang, Weizi Li, Jindong Tan, Shuai Li · 2026 · Journal of Intelligent Construction
  60. SDWM: Learning Bipedal Locomotion via a Smooth Denoising World Model Method
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  61. Learning Whole-Body Humanoid Locomotion via Motion Generation and Motion Tracking
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  62. AI-driven quadruped robots: from fundamental locomotion to advanced biomimetic behaviors
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  63. Sim-to-real: Quadruped Robot Control with Deep Reinforcement Learning and Parallel Training
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  64. Balance Control of Quadruped Robot under External Disturbance using Quadratic Programming and Impedance Control
    Liufeng Wang, Jun Li · 2023 · International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP)
  65. Autonomous Stair Ascending and Descending by Quadruped Wheelchairs
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  66. Environmental Features Assessment Network Aided Deep Reinforcement Learning for Quadrupedal Locomotion in Tough Terrain
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  67. Leg Kinematics of Quadruped Robot
    Wei Chao Huang, Haidong Hu, Ruike Guo, Dandan Cao, Dayong Liu, Lisong Jiang, Junfeng Liu, Jiahao Zhu · 2024 · Lecture notes in electrical engineering
  68. Vertical vibration control to the in-wheel-motor electric vehicles with static eccentricity based on a reinforcement learning method
    Dawei Zhang, Chen Zhong, S.Y. Liu, Peijuan Xu, Yiyang Tian · 2024 · Journal of Vibration and Control
  69. Impedance Matching: Enabling an RL-Based Running Jump in a Quadruped Robot
    Neil Guan, Shangqun Yu, Shifan Zhu, Donghyun Kim · 2024 · International Conference on Ubiquitous Robots (UR)
  70. Autonomous Locomotion of a Rat Robot Based on Model-free Reinforcement Learning
    Zitao Zhang, Yuhong Huang, Zijian Zhao, Zhenshan Bing, Chenglin Cai, Alois Knoll, Kai Huang · 2024 · International Conference on Advanced Robotics and Mechatronics (ICARM)
  71. Learning Adaptive Legged Locomotion Skills Using Hierarchical Learning
    Zhuangzhuang Tian · 2024 · Procedia Computer Science
  72. Distilled fine-grained domain adversarial network prompted by normalization and regularization
    Zhiqun Pan, Yongxiong Wang, Jiapeng Zhang, Yihan Shan, Zhe Wang, Jin Peng · 2025 · Information Sciences
  73. Efficient CoM Motion Planning for Quadruped Robots’ Quasi-Static Walking
    Milutin N. Nikolić, Vladimir Mitić, Srđan Savić, Tianwei Zhang · 2025 · Actuators
  74. Seamless multi-skill learning: learning and transitioning non-similar skills in quadruped robots with limited data
    Jiaxin Tu, Peng Zhai, Yueqi Zhang, Xiaoyi Wei, Zhiyan Dong, Lihua Zhang · 2025 · Frontiers in Robotics and AI
  75. Mechanical model building of bionic walking robot in motion with soft terrain
    Zhen Chen, Meng Zou, Jie Huang, Yuzhi Wang, Lianbin He · 2025 · Journal of Terramechanics
  76. Bioinspired morphology and task curricula for learning locomotion in bipedal muscle-actuated systems
    Nadine Badie, Firas Al-Hafez, Pierre Schumacher, Daniel F. B. Haeufle, Jan Peters, Syn Schmitt · 2025 · Communications Engineering
  77. Continuous Learning and Adaptation of Neural Control for Proprioceptive Feedback Integration in a Quadruped Robot
    Yanbin Zhang, Yang Li, Zhendong Dai · 2025 · Journal of Bionic Engineering
  78. Learning robust quadrupedal locomotion under disturbances via reinforcement learning with an autonomous evolutionary mechanism
    Shuo Xue, Liang Yuan, Kai Lv, Teng Ran, Wendong Xiao, Jianbo Zhang, Guoliang Wang, Jianping Cui · 2025 · Control Engineering Practice
  79. Hierarchical Curriculum Learning with Optimized Experience Replay for Sample-Efficient Humanoid Locomotion
    Chao Guan, Qiubo Zhong, Fei Chen · 2025 · IEEE International Conference on Mechatronics and Automation (ICMA)
  80. An eight-neuron network for quadruped locomotion with hip-knee joint control
    Yide Liu, Liu Xi-yan, Dongqi Wang, Wei Yang, Shaoxing Qu · 2025 · The International Journal of Robotics Research
  81. Robust Reinforcement Learning-Based Locomotion for Resource-Constrained Quadrupeds with Exteroceptive Sensing
    Davide Plozza, Patricia Apostol, Paul Joseph, Simon Schläpfer, Michele Magno · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  82. Efficiently Generating Expressive Quadruped Behaviors via Language-Guided Preference Learning
    Jaden Clark, Joey Hejna, Dorsa Sadigh · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  83. Situationally-aware dynamics learning
    Alejandro Murillo-González, Lantao Liu · 2026 · The International Journal of Robotics Research
  84. Skill-Nav: enhanced navigation with versatile quadrupedal locomotion via waypoint interface
    Dewei Wang, Chenjia Bai, Chenhui Li, Jiyuan Shi, Yan Ding, Chi Zhang, Bin Zhao · 2025 · Vicinagearth.
  85. Planning and Control Framework for a Quadruped Robot With Changeable Configuration
    Guanglin Lu, Yifan Zhang, Teng Chen, Xuewen Rong, Guoteng Zhang, Yibin Li · 2025 · Advanced Intelligent Systems
  86. Efficient learning of robust multigait quadruped locomotion for minimizing the cost of transport
    Zhicheng Wang, Xin Zhao, Meng Yee Chuah, Zhibin Li, Jun Wu, Qiuguo Zhu · 2025 · Frontiers of Information Technology & Electronic Engineering
  87. Deep reinforcement learning of quadrupedal gaits without motion references: emergence of pace and other locomotion patterns
    Lauren Lee Cooke, Callen Fisher · 2025 · Advanced Robotics
  88. UniLegs: Universal Multi-Legged Robot Control through Morphology-Agnostic Policy Distillation
    Weijie Xi, Zhanxiang Cao, Chenlin Ming, Jianying Zheng, Guyue Zhou · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  89. SHIELD: Safety on Humanoids via CBFs In Expectation on Learned Dynamics
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  90. Minimizing Acoustic Noise: Enhancing Quiet Locomotion for Quadruped Robots in Indoor Applications
    Zhanxiang Cao, Buqing Nie, Yang Zhang, Yue Hua Gao · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  91. Explosive Jumping with Rigid and Articulated Soft Quadrupeds via Example Guided Reinforcement Learning
    Georgios Apostolides, Wei Pan, Jens Kober, Cosimo Della Santina, Jiatao Ding · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  92. GRAM: Generalization in Deep RL With a Robust Adaptation Module
    James Queeney, Xiaoyi Cai, Alexander V. Schperberg, Radu Corcodel, Mouhacine Benosman, Jonathan P. How · 2025 · IEEE Robotics and Automation Letters
  93. Mechanical Design of a Quadruped Robot with a Two Degree of Freedom Compliant Spine
    Chunlei Lu, Siyu Liu, Jingwei. Ke, Jian Zhou, Zhao Guo · 2025 · IEEE International Conference on Cyborg and Bionic Systems (CBS)
  94. From Imitation to Intelligence: Current Trends and Future Directions in Legged Bio-Inspired Robotics
    Jiaming Chen · 2025 · Advances in Engineering Technology Research
  95. Learning robust bipedal running via structured gait and trajectory guidance
    Yunpeng Liang, Zhihui Peng, Yanzheng Zhao, Weixin Yan · 2026 · Robotica
  96. An Empirical Study on Temporal Difference Model Predictive Control for Fixed-Wing UAVs under Varying Wind Conditions
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  97. Adaptive Multi-Robot Coordination: Integrating Improved Potential Fields with Multi-Agent Reinforcement Learning
    Qingfeng Yao, Qifeng Zhang, Qiang Li, Zhiyuan Li, Linghan Meng, Yingzhe Sun, Cong Wang · 2026 · Neural Processing Letters
  98. Towards Quadrupedal Jumping and Walking for Dynamic Locomotion Using Reinforcement Learning
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  99. Adaptive curriculum reinforcement learning with sim-to-real strategy in balance control of underactuated triple pendulum robots
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  100. Safe reinforcement learning framework for high-obstacle climbing in heavy wheeled-legged robots
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