Learning quadrupedal locomotion over challenging terrain

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

Cited by (1,003)

Items 701–800 of 1,003

  1. Learning Agile, Robust Locomotion Skills for Quadruped Robot
    Zhitong Zhang, Qing Wei, Xu Chang, Ling Lang, Hongxu Ma, Honglei An · 2022 · International Conference on Advanced Robotics and Mechatronics (ICARM)
  2. Distributed Planning of Collaborative Locomotion: A Physics-Based and Data-Driven Approach
    Randall T. Fawcett, Aaron D. Ames, Kaveh Akbari Hamed · 2023 · IEEE Access
  3. Optimization of swimming mode for elongated undulating fin using multi-agent deep deterministic policy gradient
    Quoc Tuan Vu, Van Tu Duong, Huy Hung Nguyen, Tan Tien Nguyen · 2024 · Engineering Science and Technology an International Journal
  4. An Efficient Model-Based Approach on Learning Agile Motor Skills without Reinforcement
    Haojie Shi, Tingguang Li, Qingxu Zhu, Jiapeng Sheng, Lei Han, Max Q.‐H. Meng · 2024 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  5. Two-Stage Reinforcement Learning for Planetary Rover Navigation: Reducing the Reality Gap with Offline Noisy Data
    Anton Bjørndahl Mortensen, Emil Pedersen, Laia Vives Benedicto, Lionel Burg, Mads Rossen Madsen, Simon Bøgh · 2024 · International Conference on Space Robotics (iSpaRo)
  6. Automatic Gain Tuning for Humanoid Robots Walking Architectures Using Gradient-Free Optimization Techniques
    Carlotta Sartore, Marco Rando, Giulio Romualdi, Cesare Molinari, Lorenzo Rosasco, Daniele Pucci · 2024 · IEEE-RAS International Conference on Humanoid Robots (Humanoids)
  7. Safe and Efficient Auto-tuning to Cross Sim-to-real Gap for Bipedal Robot
    Yidong Du, Xuechao Chen, Zhangguo Yu, Yuanxi Zhang, Zishun Zhou, Jindai Zhang, Jintao Zhang, Botao Liu, Qiang Huang · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  8. DexDribbler: Learning Dexterous Soccer Manipulation via Dynamic Supervision
    Yutong Hu, Kehan Wen, Fisher Yu · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  9. LEEPS: Learning End-to-End Legged Perceptive Parkour Skills on Challenging Terrains
    Tangyu Qian, Hao Zhang, Zhangli Zhou, Hao Wang, Mingyu Cai, Zhen Kan · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  10. Robust Robot Walker: Learning Agile Locomotion over Tiny Traps
    Shaoting Zhu, Runze Huang, Linzhan Mou, Hang Zhao · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  11. Deep Reinforcement Learning with Gait Mode Specification for Quadrupedal Trot-Gallop Energetic Analysis
    Jiazheng Chai, Dai Owaki, Mitsuhiro Hayashibe · 2021 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  12. Motion Acquisition of Vertical Jumping by a Bio-inspired Legged Robot via Deep Reinforcement Learning
    Shinji Yamaguchi, Ryuki Sato, Aiguo Ming · 2021 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  13. Bionic Multi-legged Robot Based on End-to-end Artificial Neural Network Control
    Dun Yang, Yunfei Liu, Fei Ding, Yang Yu · 2023 · IEEE International Conference on Cyborg and Bionic Systems (CBS)
  14. Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation
    Kang Xu, Yan Ma, Bingsheng Wei, Wei Li · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
  15. Expanding Versatility of Agile Locomotion through Policy Transitions Using Latent State Representation
    Guilherme Henrique Galelli Christmann, Ying‐Sheng Luo, Jonathan Hans Soeseno, Wei-Chao Chen · 2023 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  16. Guiding Reinforcement Learning with Shared Control Templates
    Abhishek Padalkar, Gabriel Quere, Franz Steinmetz, Antonin Raffin, Matthias Nieuwenhuisen, João Silvério, Freek Stulp · 2023 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  17. Geometric Mechanics of Contact-Switching Systems
    Hari Krishna Hari Prasad, Ross L. Hatton, Kaushik Jayaram · 2023 · IEEE Robotics and Automation Letters
  18. Legged Robots in the Agricultural Context: Analysing Their Traverse Capabilities and Performance
    Christopher Quail, Evrard Emonot–de Carolis, Fernando Auat Cheein · 2023 · Annual Conference of the IEEE Industrial Electronics Society (IECON)
  19. An Efficient Solution to Optimal Motion Planning With Provable Safety and Convergence
    Panagiotis Rousseas, Charalampos P. Bechlioulis, Kostas J. Kyriakopoulos · 2024 · IEEE Open Journal of Control Systems
  20. EgoPet: Egomotion and Interaction Data from an Animal’s Perspective
    Amir Bar, Arya Bakhtiar, Danny Tran, Antonio Loquercio, Jathushan Rajasegaran, Yann LeCun, Amir Globerson, Trevor Darrell · 2024 · Lecture notes in computer science
  21. Toward Control of Wheeled Humanoid Robots with Unknown Payloads: Equilibrium Point Estimation via Real-to-Sim Adaptation
    Donghoon Baek, Youngwoo Sim, Amartya Purushottam, Saurabh Gupta, João Ramos · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  22. HEROES: Unreal Engine-based Human and Emergency Robot Operation Education System
    Anav Chaudhary, Kshitij Tiwari, Aniket Bera · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  23. How Are Learned Perception-Based Controllers Impacted by the Limits of Robust Control?
    Jingxi Xu, Lee, Bruce, Nikolai Matni, Dinesh Jayaraman · 2021 · arXiv (Cornell University)
  24. Quadruped Locomotion on Non-Rigid Terrain using Reinforcement Learning
    Taehei Kim, Sung‐Hee Lee · 2021 · arXiv (Cornell University)
  25. Solving Challenging Control Problems Using Two-Staged Deep Reinforcement Learning
    Nitish Sontakke, Sehoon Ha · 2021 · arXiv (Cornell University)
  26. When monkeys meet an ANYmal robot in the wild
    Charlotte Canteloup, Joonho Lee, Samuel Zimmermann, Morgane Alvino, Markus Montenegro, Marco Hutter, Erica van de Waal · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
  27. Quadruped Reinforcement Learning without Explicit State Estimation
    Qikai Li, Guiyu Dong, Ripeng Qin, Jiawei Chen, Kun Xu, Xilun Ding · 2022 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  28. Gait Learning Reproduction for Quadruped Robots Based on Experience Evolution Proximal Policy Optimization
    Chunyang Li, Xiaoqing Zhu, Xiaogang Ruan, Xinyuan Liu, Siyuan Zhang · 2023 · Journal of Shanghai Jiaotong University (Science)
  29. Neural dynamics of robust legged robots
    Eugene R. Rush, Christoffer Heckman, Kaushik Jayaram, James Sean Humbert · 2024 · Frontiers in Robotics and AI
  30. Learning quadrupedal locomotion on tough terrain using an asymmetric terrain feature mining network
    Guoyu Zuo, Yong Wang, Daoxiong Gong, Shuangyue Yu · 2024 · Applied Intelligence
  31. Mechanical Design and Redundant Motion Planning of a Hydraulic Quadruped Mobile Manipulator for Enlarging Operational Workspace
    Song Liu, Hui Chai, Rui Song, Yibin Li, Xianyue Gang, Qin Zhang, Yueyang Li, Peng Fu, Zhiyuan Yang · 2025 · Journal of Field Robotics
  32. Safety supervision framework for legged robots through safety verification and fall protection
    Ming Sun, Gao Yue · 2025 · Robotica
  33. Quadruped robot locomotion via soft actor-critic with muti-head critic and dynamic policy gradient
    Yanan Fan, Zhongcai Pei, Hongbing Shi, Meng Li, Tianyuan Guo, Zhiyong Tang · 2025 · Applied Intelligence
  34. Extending granular resistive force theory to cohesive powder-scale media
    Deniz Kerimoğlu, E. Marteau, Daniel Soto, Daniel I. Goldman · 2025 · Journal of Terramechanics
  35. Lifelong Active Inference of Gait Control
    Rudolf Szadkowski, Jan Faigl · 2025 · IEEE Transactions on Neural Networks and Learning Systems
  36. Goal-Oriented Quadruped Navigation in Dynamic Environments Using Reinforcement Learning
    Rafiqul Islam, Matthew Garratt, Kathryn Kasmarik, Sreenatha Gopalarao Anavatti, Shadi Abpeikar, Mohamed A. Meselhi · 2025 · International Conference on Control, Automation and Robotics (ICCAR)
  37. Stable Imitation of Multigait and Bipedal Motions for Quadrupedal Robots Over Uneven Terrains
    Erdong Xiao, Yinzhao Dong, Ji Ma, Peng Lu · 2025 · Advanced Robotics Research
  38. Hierarchical Reinforcement Learning and Value Optimization for Challenging Quadruped Locomotion
    Jeremiah Coholich, Muhammad Ali Murtaza, Seth Hutchinson, Zsolt Kira · 2025 · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference
  39. Design and Control of a Multimorphology Quadruped Robot With Dual-Arm
    Guanglin Lu, Teng Chen, Aizhen Xie, Guoteng Zhang, Xuewen Rong, Shijun Xiao, Yifan Zhang, Yibin Li · 2025 · IEEE/ASME Transactions on Mechatronics
  40. Imitation-constrained evolutionary learning for multi-locomotion skill of bipedal wheeled robots in unstructured terrains
    Mingquan Zhu, Tie Zhang, Yanbiao Zou · 2025 · Engineering Applications of Artificial Intelligence
  41. Safety and stability analysis of robot systems
    Krishnamoorthy N., Muhammadu Sathik Raja, Suresh Kumar K., Ashika Preethi S, R. Chandraprakash, Ramasamy Girimurugan · 2025 · Elsevier eBooks
  42. Deformable Multibody Modeling for Model Predictive Control in Legged Locomotion with Embodied Compliance
    Keran Ye, Konstantinos Karydis · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  43. Energy-Aware Planning for Delivery Tasks Executed by Legged Robots
    Shengqiang Chen, Yiyu Chen, Zishen Wei, Quan Nguyen, Satyandra K. Gupta · 2025 · IEEE International Conference on Automation Science and Engineering (CASE)
  44. Transformer-Based World Interaction Modeling for Humanoid Locomotion Control
    Han Zheng, Yi Cheng, Hang Liu, Jiayi Li, Yizhe Li, Linqi Ye, Houde Liu · 2025 · IEEE International Conference on Automation Science and Engineering (CASE)
  45. Contact Planning for Multilegged Robots Under Constraints Through Parallel MCTS
    Peng Xu, Liang Ding, Lei Ye, Tengwei Pang, Liu Tie, Huaiguang Yang, Haibo Gao, Zongquan Deng, Joni Pajarinen · 2025 · IEEE Transactions on Robotics
  46. Rough terrain navigation for a quadruped robot using deep reinforcement learning-based blind locomotion control and a stuck-escape strategy
    Kiyoshi IRIE, Tomoaki Yoshida, Takaaki Matsuzawa, Taro Suzuki, Yoshitaka Hara, Masahiro Tomono · 2025 · Advanced Robotics
  47. Style-Aware and Robust Sim-to-Real Humanoid Locomotion with Contact-Rich Motion Priors and Online Dynamics Adaptation*
    J.M. Zhang, Chunbiao Gan · 2025 · WRC Symposium on Advanced Robotics and Automation (WRC SARA)
  48. Vision–proprioception fusion with Mamba2 in end-to-end reinforcement learning for motion control
    Xiaowen Tao, Yinuo Wang, Jinzhao Zhou · 2026 · Advanced Engineering Informatics
  49. Learning Robust and Flexible Locomotion of Wheel-Legged Quadruped Robots in Complex Terrains
    Shiyu Zhou, Shaoxun Liu, Rongrong Wang · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  50. KLEIYN : A Quadruped Robot with an Active Waist for Both Locomotion and Wall Climbing
    K. Yoneda, Kento Kawaharazuka, Temma Suzuki, Takahiro Hattori, Kei Okada · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  51. QuietPaw: Learning Quadrupedal Locomotion with Versatile Noise Preference Alignment
    Yuyou Zhang, Yihang Yao, Shiqi Liu, Yaru Niu, Changyi Lin, Yuxiang Yang, Wenhao Yu, Tingnan Zhang, Jie Tan, Ding Zhao · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  52. LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots
    Peilin Wu, Weiji Xie, Jiahang Cao, Hang Lai, Weinan Zhang · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  53. Teacher Motion Priors: Enhancing Robot Locomotion over Challenging Terrain
    Fangcheng Jin, Yuqi Wang, Peixin Ma, Guodong Yang, Pan Zhao, En Li, Zhengtao Zhang · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  54. Generalized Locomotion in Out-of-distribution Conditions with Robust Transformer
    Lingxiao Guo, Yue Gao · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  55. Efficient Learning of A Unified Policy For Whole-body Manipulation and Locomotion Skills
    Dianyong Hou, Chengrui Zhu, Zhen Zhang, Zhibin Li, Chuang Guo, Yong Liu · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  56. FalconGym: A Photorealistic Simulation Framework for Zero-Shot Sim-to-Real Vision-Based Quadrotor Navigation
    Yan Miao, Will Shen, Sayan Mitra · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  57. Design and reinforcement learning-based locomotion gait planning for an 8-bar single-loop transformable robot
    Meng Zhao, Zoulang Qin, Wenxuan Cheng, Ruiming Li, Hui Won Yang, Yezhuo Li, Jianxu Wu · 2025 · Mechanism and Machine Theory
  58. PPL: Point Cloud Supervised Proprioceptive Locomotion Reinforcement Learning for Legged Robots in Crawl Spaces
    Bida Ma, Nuo Xu, Chenkun Qi, Xin Liu, Yule Mo, Jinkai Wang, C.-C. Lu · 2025 · IEEE Robotics and Automation Letters
  59. Constraint-Aware Adaptation: Bridging Model-Based Control With Reinforcement Learning for Quadruped Versatility
    Chengzhen Yan, Yiming Jiang, Qingchen Liu, Jiahu Qin, Qichao Ma, Yaonan Wang · 2025 · IEEE/ASME Transactions on Mechatronics
  60. LSWM: A Long–Short History World Model for Bipedal Locomotion via Reinforcement Learning
    Jie Xue, Zijian Liang, Haiming Mou, Qingdu Li, Jianwei Zhang · 2026 · Biomimetics
  61. Mathematical guarantees for trust region policy optimization
    Li Li, Xiangyu Luo, Xiaoyu Song B · 2026 · Information Sciences
  62. Predicting Human Locomotion in Reduced Gravity via Deep Learning-Driven Musculoskeletal Simulation
    Mingyi Wang, Shuzhen Luo · 2026 · IEEE Robotics and Automation Letters
  63. VPIES: Variational Privileged Information Encoder as Scaffold for Legged Locomotion Learning
    Yubiao Ma, Han Yu, Kai Guo, Boyang Xing, Xuemei Ren, Dongdong Zheng · 2026 · IEEE Robotics and Automation Letters
  64. Achieving Stable High-Speed Locomotion for Humanoid Robots with Deep Reinforcement Learning
    Xinming Zhang, Xianghui Wang, Liyong Zhang, Guodong Guo, Xiaoyu Shen, Wei Zhang · 2025 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  65. Learning from Yangtze alligators: A framework for agile and ecologically interactive spine-legged robots
    Zhouyi Wang, Jiapeng Xie, Jinchao Li, Kaini Yang, Yi Wei, Bingcheng Wang, Linfeng Wang, Xuan Wu, Long Ren, Weipeng Li et al. · 2026 · Biomimetic Intelligence and Robotics
  66. ContractionPPO: Certified Reinforcement Learning via Differentiable Contraction Layers
    Vrushabh Zinage, Narek Harutyunyan, Eric Verheyden, Fred Y. Hadaegh, Soon‐Jo Chung · 2026 · IEEE Robotics and Automation Letters
  67. TerAdapt: Proprioceptive Terrain-Adaptive Locomotion via Codebook Aligned Representation Learning
    Yubiao Ma, Han Yu, Kai Guo, C. Y. Chen, Wuwei Huang, Boyang Xing, Xuemei Ren, Dongdong Zheng · 2026 · IEEE Robotics and Automation Letters
  68. DIH2H: Decomposed Imitation for Humanoid Locomotion From Human to Humanoid
    Shibo Shao, ChengRan Lin, Guofeng Du, Zhengcai Cao, MengChu Zhou · 2026 · IEEE Transactions on Industrial Electronics
  69. A Learning-based Motion Control Policy Fusing Multi-Mode Perception for Legged Robot
    Chao Ji, Diyuan Liu, Mingxin Zhou, Wei Gao, Shiwu Zhang · 2023 · IEEE International Conference on Real-time Computing and Robotics (RCAR)
  70. Blind Walking Balance Control and Disturbance Rejection of the Bipedal Humanoid Robot Xiao-Man via Reinforcement Learning
    Chao Ji, Diyuan Liu, Wei Gao, Shiwu Zhang · 2023 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  71. Perception-Driven Learning of High-Dynamic Jumping Motions for Single-Legged Robots
    Nengxiang Sun, Fei Meng, Sai Gu, Botao Liu, Xuechao Chen, Zhangguo Yu, Qiang Huang · 2024 · Journal of Bionic Engineering
  72. Passive compliant foot design for improved micororobotic mobility on rough terrains
    Pierre-Louis Lechère, Perrin Schiebel, Michelle C. Yuen, Jennifer A. Shum, Robert J. Wood · 2022 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  73. Introducing the Carpal-Claw: a Mechanism to Enhance High-Obstacle Negotiation for Quadruped Robots
    Victor Barasuol, Sinan Emre, Vivian Suzano Medeiros, Angelo Bratta, Claudio Semini · 2024 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  74. CuriousRL: Curiosity-Driven Reinforcement Learning for Adaptive Locomotion in Quadruped Robots
    Sushil Bohara, Muhammad Abdullah Hanif, Muhammad Shafique · 2024 · International Joint Conference on Neural Networks (IJCNN)
  75. Robust Locomotion Policy With Adaptive Lipschitz Constraint for Legged Robots
    Yang Zhang, Buqing Nie, Yue Gao · 2024 · IEEE Robotics and Automation Letters
  76. Versatile Locomotion Skills for Hexapod Robots
    Tomson Qu, Dichen Li, Avideh Zakhor, Wenhao Yu, Tingnan Zhang · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  77. Design of a Mode-Switchable Elastic Actuator Towards Interactive Robotic Applications
    Wenduo Zhu, Zhenmeng Ju, Guoxiang Fu, Lecheng Ruan, Qining Wang · 2025 · Lecture notes in computer science
  78. Electropneumatic Oscillators Using Nonlinear Inflatables
    Elias De Smet, Lorenzo Migliorini, Edoardo Milana, P. Milani, Benjamin Gorissen · 2025 · Advanced Intelligent Systems
  79. Versatile Jumping of Humanoid Robots via Curriculum-Assisted Reinforcement Learning
    Rui Qin Tan, XueAi Li, Fenglei Ni, Dong Zhou, Yi Ji, Xiangyu Shao · 2024 · China Automation Congress (CAC)
  80. Amphibious robotic dog: design, paddling gait planning, and experimental characterization
    Jingting Qu, Qingqian Cai, Frank E. Fish, Yunquan Li, Ye Chen, Zhong Yong, Jiutian Xia, Shiling Fu, Wenhao Xie, Haohua Luo et al. · 2025 · Bioinspiration & Biomimetics
  81. Text2Robot: Evolutionary Robot Design from Text Descriptions
    Ryan P. Ringel, Zachary S. Charlick, Jiaxun Liu, Boxi Xia, Boyuan Chen · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  82. PIP-Loco: A Proprioceptive Infinite Horizon Planning Framework for Quadrupedal Robot Locomotion
    Aditya Shirwatkar, Naman Saxena, Kishore Chandra, Shishir Kolathaya · 2025 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  83. Playful DoggyBot: Learning Agile and Precise Quadrupedal Locomotion
    Xin Duan, Ziwen Zhuang, Hang Zhao, Sören Schwertfeger · 2025 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  84. Runtime Learning of Quadruped Robots in Wild Environments
    Yihao Cai, Yanbing Mao, Abhilash K. Pandya, Lui Sha, Hongpeng Cao, Marco Caccamo · 2026 · IEEE International Conference on Mobility, Operations, Services and Technologies (MOST)
  85. Design, modeling and analysis of a novel self-crossing mechanism
    Xinyu Liu, Qi Yang, Liang Wang, Xinming Huo, Yimin Song, Tao Sun · 2021 · Mechanism and Machine Theory
  86. Terrain Traversal Cost Learning with Knowledge Transfer Between Multi-legged Walking Robot Gaits
    Miloš Prágr, Rudolf Szadkowski, Jan Bayer, Josef Zelinka, Jan Faigl · 2022 · IEEE International Conference on Autonomous Robot Systems and Competitions
  87. Behavior policy learning: Learning multi-stage tasks via solution sketches and model-based controllers
    Konstantinos Tsinganos, Konstantinos I. Chatzilygeroudis, Denis Hadjivelichkov, Theodoros Komninos, Evangelos Dermatas, Dimitrios Kanoulas · 2022 · Frontiers in Robotics and AI
  88. Improved Performance of CPG Parameter Inference for Path-following Control of Legged Robots
    Nathan D. Kent, David Neiman, Matthew J. Travers, Thomas M. Howard · 2022 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  89. Multi-sensor Fusion for Stiffness Estimation to Assist Legged Robot Control in Unstructured Environment
    Yue Gao, Huajian Wu, Ming Li Sun · 2022 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  90. Hydrodynamic modeling of a robotic surface vehicle using representation learning for long-term prediction
    Junwoo Jang, Jinwhan Kim · 2023 · Ocean Engineering
  91. Reinforcement Learning and Action Space Shaping for a Humanoid Agent in a Highly Dynamic Environment
    Jyun-Ting Song, Guilherme Henrique Galelli Christmann, Jaesik Jeong, Jacky Baltes · 2023 · Studies in computational intelligence
  92. Morphology Design and Dimensional Synthesis of a Hexapod Robot
    Huayang Li, Chenkun Qi, Feng Gao, Xianbao Chen, Meng Chen · 2023 · Lecture notes in mechanical engineering
  93. Learning Deposition Policies for Fused Multi-Material 3D Printing
    Kang Liao, Thibault Tricard, Michal Piovarči, Hans‐Peter Seidel, Vahid Babaei · 2023 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  94. Trot Gait Control for Unstructured Terrain of Quadruped Robots Based on VMC
    Borui Nan, Xiaoqing Zhu, Xiaogang Ruan, Lanyue Bi · 2023 · Chinese Control Conference (CCC)
  95. A Hierarchical Reinforcement Learning Approach for Adaptive Quadruped Locomotion of a Rat Robot
    Zitao Zhang, Yuhong Huang, Zijian Zhao, Zhenshan Bing, Alois Knoll, Kai Huang · 2023 · IEEE International Conference on Robotics and Biomimetics (ROBIO)
  96. Deriving Rewards for Reinforcement Learning from Symbolic Behaviour Descriptions of Bipedal Walking
    Daniel Harnack, Christoph Lüth, Lukas Gross, Shivesh Kumar, Frank Kirchner · 2023 · IEEE Conference on Decision and Control (CDC)
  97. Research on Dynamic Modeling Method and Flying Gait Characteristics of Quadruped Robots with Flexible Spines
    Lei Jiang, Zhongqi Xu, Tinglong Zheng, Xiuli Zhang, Jianhua Yang · 2024 · Biomimetics
  98. Learning-Based Locomotion Controllers for Quadruped Robots in Indoor Stair Climbing via Deep Reinforcement Learning
    Tanawit Sinsukudomchai, Chirdpong Deelertpaiboon · 2024 · International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)
  99. Research on Gait Switching Method Based on Speed Requirement
    Weijun Tian, Kuiyue Zhou, Jian Song, Li Chao Xu, Chen Zhu, Ziteng Sheng, Ruizhi Wang, Lei Jiang, Qian Cong · 2024 · Journal of Bionic Engineering
  100. The Design of the Barkour Benchmark for Robot Agility
    Wenhao Yu, Ken Caluwaerts, Atıl Işçen, J. Chase Kew, Tingnan Zhang, Daniel Freeman, Lisa Lee, Stefano Saliceti, Vincent Zhuang, Nathan Batchelor et al. · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)