English(EN) TERRA: Terrain-Aware Reconstruction, Retargeting and Control for Musculoskeletal Locomotion

TERRA管线使肌肉驱动的代理能够导航复杂地形

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-01 04:00

研究人员开发了TERRA，这是一个新的管线，旨在使肌肉驱动的代理能够在多样化的非平坦地形上导航和控制运动。该系统从运动学轨迹重建地形几何，并在遵守解剖学和接触约束的同时重定向运动数据。通过在通过TERRA处理的大量运动数据上训练单一控制策略，代理在各种地形类型上表现出更高的地形准确性、更少的违规行为和更高的完成率。 AI

影响在复杂环境中实现更强大、更多功能的机器人运动。

排序理由该集群包含一篇详细介绍肌肉骨骼运动新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

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本文如何被排名

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Merkourios Simos, Chengkun Li, Bianca Ziliotto, Alexander Mathis · 2026-10-01 04:00

TERRA: 肌肉骨骼运动的感知地形重建、重定向和控制

arXiv:2609.38653v1 Announce Type: cross Abstract: Recent advances in musculoskeletal modeling and reinforcement learning have enabled muscle-actuated agents to reproduce increasingly complex human motions. Yet these capabilities remain largely confined to flat ground, in part bec…

本文如何被排名

报道来源 [1]

TERRA: 肌肉骨骼运动的感知地形重建、重定向和控制

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