Learning Natural and Robust Hexapod Locomotion over Complex Terrains via Motion Priors based on Deep Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Xin, Wu, Jinze, Li, Yinghui, Qi, Chenkun, Xue, Yufei, Gao, Feng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Experience-Learning Inspired Two-Step Reward Method for Efficient Legged Locomotion Learning Towards Natural and Robust Gaits
by: Li, Yinghui, et al.
Published: (2024)
by: Li, Yinghui, et al.
Published: (2024)
Teacher Motion Priors: Enhancing Robot Locomotion over Challenging Terrain
by: Jin, Fangcheng, et al.
Published: (2025)
by: Jin, Fangcheng, et al.
Published: (2025)
Versatile Locomotion Skills for Hexapod Robots
by: Qu, Tomson, et al.
Published: (2024)
by: Qu, Tomson, et al.
Published: (2024)
PPL: Point Cloud Supervised Proprioceptive Locomotion Reinforcement Learning for Legged Robots in Crawl Spaces
by: Ma, Bida, et al.
Published: (2025)
by: Ma, Bida, et al.
Published: (2025)
Learning Perceptive Humanoid Locomotion over Challenging Terrain
by: Sun, Wandong, et al.
Published: (2025)
by: Sun, Wandong, et al.
Published: (2025)
Learning Humanoid Locomotion over Challenging Terrain
by: Radosavovic, Ilija, et al.
Published: (2024)
by: Radosavovic, Ilija, et al.
Published: (2024)
Ask1: Development and Reinforcement Learning-Based Control of a Custom Quadruped Robot
by: Zhang, Yang, et al.
Published: (2024)
by: Zhang, Yang, et al.
Published: (2024)
Entropy-Controlled Intrinsic Motivation Reinforcement Learning for Quadruped Robot Locomotion in Complex Terrains
by: Gong, Wanru, et al.
Published: (2025)
by: Gong, Wanru, et al.
Published: (2025)
Latent Action Priors for Locomotion with Deep Reinforcement Learning
by: Hausdörfer, Oliver, et al.
Published: (2024)
by: Hausdörfer, Oliver, et al.
Published: (2024)
Scaling Rough Terrain Locomotion with Automatic Curriculum Reinforcement Learning
by: Li, Ziming, et al.
Published: (2026)
by: Li, Ziming, et al.
Published: (2026)
RPL: Learning Robust Humanoid Perceptive Locomotion on Challenging Terrains
by: Zhang, Yuanhang, et al.
Published: (2026)
by: Zhang, Yuanhang, et al.
Published: (2026)
Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion over Diverse Terrains
by: Wu, Feiyang, et al.
Published: (2024)
by: Wu, Feiyang, et al.
Published: (2024)
PTRL: Prior Transfer Deep Reinforcement Learning for Legged Robots Locomotion
by: Huang, Haodong, et al.
Published: (2025)
by: Huang, Haodong, et al.
Published: (2025)
Evolutionary Morphology Towards Overconstrained Locomotion via Large-Scale, Multi-Terrain Deep Reinforcement Learning
by: Chen, Yenan, et al.
Published: (2024)
by: Chen, Yenan, et al.
Published: (2024)
Learning Agile Locomotion on Risky Terrains
by: Zhang, Chong, et al.
Published: (2023)
by: Zhang, Chong, et al.
Published: (2023)
Neuromorphic Reinforcement Learning for Quadruped Locomotion Control on Uneven Terrain
by: Han, Zhuangyu, et al.
Published: (2026)
by: Han, Zhuangyu, et al.
Published: (2026)
Humanoid Whole-Body Locomotion on Narrow Terrain via Dynamic Balance and Reinforcement Learning
by: Xie, Weiji, et al.
Published: (2025)
by: Xie, Weiji, et al.
Published: (2025)
Development of a Load‐Bearing, Terrain‐Adaptive Hexapod Robot With Chebyshev‐Linkage Legs
by: Zhongjin Ju, et al.
Published: (2024)
by: Zhongjin Ju, et al.
Published: (2024)
Natural Humanoid Robot Locomotion with Generative Motion Prior
by: Zhang, Haodong, et al.
Published: (2025)
by: Zhang, Haodong, et al.
Published: (2025)
Robust Humanoid Walking on Compliant and Uneven Terrain with Deep Reinforcement Learning
by: Singh, Rohan P., et al.
Published: (2025)
by: Singh, Rohan P., et al.
Published: (2025)
Robust Quadruped Locomotion via Evolutionary Reinforcement Learning
by: McAteer, Brian, et al.
Published: (2026)
by: McAteer, Brian, et al.
Published: (2026)
GiAnt: A Bio-Inspired Hexapod for Adaptive Terrain Navigation and Object Detection
by: Bhuiyan, Aasfee Mosharraf, et al.
Published: (2025)
by: Bhuiyan, Aasfee Mosharraf, et al.
Published: (2025)
Learning Locomotion on Complex Terrain for Quadrupedal Robots with Foot Position Maps and Stability Rewards
by: Hwang, Matthew, et al.
Published: (2026)
by: Hwang, Matthew, et al.
Published: (2026)
Learning Vision-Based Bipedal Locomotion for Challenging Terrain
by: Duan, Helei, et al.
Published: (2023)
by: Duan, Helei, et al.
Published: (2023)
Beyond Robustness: Learning Unknown Dynamic Load Adaptation for Quadruped Locomotion on Rough Terrain
by: Chang, Leixin, et al.
Published: (2025)
by: Chang, Leixin, et al.
Published: (2025)
Motion Priors Reimagined: Adapting Flat-Terrain Skills for Complex Quadruped Mobility
by: Zhang, Zewei, et al.
Published: (2025)
by: Zhang, Zewei, et al.
Published: (2025)
Learning Terrain Aware Bipedal Locomotion via Reduced Dimensional Perceptual Representations
by: Castillo, Guillermo A., et al.
Published: (2025)
by: Castillo, Guillermo A., et al.
Published: (2025)
VMTS: Vision-Assisted Teacher-Student Reinforcement Learning for Multi-Terrain Locomotion in Bipedal Robots
by: Chen, Fu, et al.
Published: (2025)
by: Chen, Fu, et al.
Published: (2025)
Learning Whole-Body Humanoid Locomotion via Motion Generation and Motion Tracking
by: Zhang, Zewei, et al.
Published: (2026)
by: Zhang, Zewei, et al.
Published: (2026)
Learning Generic and Dynamic Locomotion of Humanoids Across Discrete Terrains
by: Yu, Shangqun, et al.
Published: (2024)
by: Yu, Shangqun, et al.
Published: (2024)
Learning Multi-Skill Legged Locomotion Using Conditional Adversarial Motion Priors
by: Huang, Ning, et al.
Published: (2025)
by: Huang, Ning, et al.
Published: (2025)
Bipedal Safe Navigation over Uncertain Rough Terrain: Unifying Terrain Mapping and Locomotion Stability
by: Muenprasitivej, Kasidit, et al.
Published: (2024)
by: Muenprasitivej, Kasidit, et al.
Published: (2024)
Embodied Design for Enhanced Flipper-Based Locomotion in Complex Terrains
by: Chikere, Nnamdi, et al.
Published: (2024)
by: Chikere, Nnamdi, et al.
Published: (2024)
RL-augmented Adaptive Model Predictive Control for Bipedal Locomotion over Challenging Terrain
by: Kamohara, Junnosuke, et al.
Published: (2025)
by: Kamohara, Junnosuke, et al.
Published: (2025)
Reinforcement Learning-based Robust Wall Climbing Locomotion Controller in Ferromagnetic Environment
by: Um, Yong, et al.
Published: (2025)
by: Um, Yong, et al.
Published: (2025)
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control
by: Li, Zhongyu, et al.
Published: (2024)
by: Li, Zhongyu, et al.
Published: (2024)
Learning Terrain-Specialized Policies for Adaptive Locomotion in Challenging Environments
by: Angarola, Matheus P., et al.
Published: (2025)
by: Angarola, Matheus P., et al.
Published: (2025)
Adaptive Force-Based Control of Dynamic Legged Locomotion over Uneven Terrain
by: Sombolestan, Mohsen, et al.
Published: (2023)
by: Sombolestan, Mohsen, et al.
Published: (2023)
Dynamic Legged Ball Manipulation on Rugged Terrains with Hierarchical Reinforcement Learning
by: Zhu, Dongjie, et al.
Published: (2025)
by: Zhu, Dongjie, et al.
Published: (2025)
Efficiently Learning Robust Torque-based Locomotion Through Reinforcement with Model-Based Supervision
by: Yan, Yashuai, et al.
Published: (2026)
by: Yan, Yashuai, et al.
Published: (2026)
Similar Items
-
Experience-Learning Inspired Two-Step Reward Method for Efficient Legged Locomotion Learning Towards Natural and Robust Gaits
by: Li, Yinghui, et al.
Published: (2024) -
Teacher Motion Priors: Enhancing Robot Locomotion over Challenging Terrain
by: Jin, Fangcheng, et al.
Published: (2025) -
Versatile Locomotion Skills for Hexapod Robots
by: Qu, Tomson, et al.
Published: (2024) -
PPL: Point Cloud Supervised Proprioceptive Locomotion Reinforcement Learning for Legged Robots in Crawl Spaces
by: Ma, Bida, et al.
Published: (2025) -
Learning Perceptive Humanoid Locomotion over Challenging Terrain
by: Sun, Wandong, et al.
Published: (2025)