cs.RO(2026-02-08)

📊 共 5 篇论文

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支柱一:机器人控制 (Robot Control) (4) 支柱二:RL算法与架构 (RL & Architecture) (1)

🔬 支柱一:机器人控制 (Robot Control) (4 篇)

#题目一句话要点标签🔗
1 Global Symmetry and Orthogonal Transformations from Geometrical Moment $n$-tuples 提出基于几何矩n元组的对称性检测与正交变换估计方法,提升机器人抓取稳定性。 manipulation
2 Recurrent-Depth VLA: Implicit Test-Time Compute Scaling of Vision-Language-Action Models via Latent Iterative Reasoning 提出Recurrent-Depth VLA,通过隐式迭代推理实现VLA模型测试时计算量自适应调整。 manipulation vision-language-action VLA
3 Feasibility-Guided Planning over Multi-Specialized Locomotion Policies 提出可行性引导规划框架,解决多地形专家策略下的机器人运动规划问题 legged robot locomotion locomotion policy
4 CoLF: Learning Consistent Leader-Follower Policies for Vision-Language-Guided Multi-Robot Cooperative Transport 提出CoLF框架,解决视觉-语言引导下多机器人协同搬运中的角色一致性问题 quadruped reinforcement learning

🔬 支柱二:RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗
5 RLinf-USER: A Unified and Extensible System for Real-World Online Policy Learning in Embodied AI 提出RLinf-USER,用于具身智能中真实世界在线策略学习的统一可扩展系统 reinforcement learning policy learning embodied AI

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