Learning quadrupedal locomotion over challenging terrain
Lee, Joonho, Hwangbo, Jemin, Wellhausen, Lorenz, Koltun, Vladlen, Hutter, Marco·2020·Science Robotics
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- Adaptation of Quadruped Robot Locomotion with Meta-LearningA. Kuzhamuratov, Dmitry Sorokin, Alexander E. Ulanov, Alexander I. Lvovsky · 2021 · arXiv (Cornell University)
- High-Payload Online Identification and Adaptive Control for an Electrically-actuated Quadruped Robot.Bingchen Jin, Shusheng Ye, Juntong Su, Chaoyang Song, Ye Zhao, Aidong Zhang, Ning Ding, Jianwen Luo · 2021 · arXiv (Cornell University)
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- Research on a New Configuration of Quadruped Robot Based on Reinforcement LearningBo Su, Zhirui Wang, Chong Tian, Lei Jiang, Wei Xu, Tianqi Qiu, Tong Yan · 2023 · Lecture notes in electrical engineering
- Editorial: Multimodal behavior from animals to bio-inspired robotsYaguang Zhu, Poramate Manoonpong, Qiao Hu · 2023 · Frontiers in Neurorobotics
- Adapt to Non-stationary Environments via Multi-teacher and Single-Student ProcessWangyang Yue, Yuan Zhou, Guang Kou · 2022 · International Conference on Computers and Artificial Intelligence Technology (CAIT)
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- Usando conexiones residuales en redes de alimentación hacia adelante de aprendizaje profundo por refuerzo aplicadas a mercados financierosJuan Pablo Guerrero Vergel · 2022
- Autonomous learning in roboticsCharles Wilmot · 2022
- Learning Trajectory Tracking For An Autonomous Surface Vehicle In Urban WaterwaysToma Sikora, Jonathan Klein Schiphorst, Riccardo Scattolini · 2023 · International Conference on Smart and Sustainable Technologies (SpliTech)
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- Soft Robotic Industrial SystemsRamsés V. Martínez · 2023 · Automation, collaboration, and e-services
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- Learning Trajectory Tracking for an Autonomous Surface Vehicle in Urban WaterwaysToma Sikora, Jonathan Klein Schiphorst, Riccardo Scattolini · 2023 · Computation
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- Enhancing Efficiency of Quadrupedal Locomotion Over Challenging Terrains with Extensible FeetLokesh Kumar, Sarvesh Sortee, Titas Bera, Ranjan Dasgupta · 2023 · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
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