cs.RO(2026-03-31)

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支柱一:机器人控制 (Robot Control) (4 🔗1) 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 DIAL: Decoupling Intent and Action via Latent World Modeling for End-to-End VLA DIAL通过潜在世界建模解耦意图与动作,实现端到端VLA控制。 humanoid humanoid robot manipulation
2 Hybrid Framework for Robotic Manipulation: Integrating Reinforcement Learning and Large Language Models 提出基于强化学习与大语言模型的混合机器人操作框架,提升任务效率。 manipulation sim-to-real reinforcement learning
3 RAAP: Retrieval-Augmented Affordance Prediction with Cross-Image Action Alignment 提出RAAP框架,通过检索增强和跨图像动作对齐实现鲁棒的Affordance预测。 manipulation affordance
4 IMPASTO: Integrating Model-Based Planning with Learned Dynamics Models for Robotic Oil Painting Reproduction IMPASTO:融合模型预测控制与学习动态模型的机器人油画创作系统 model predictive control

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

#题目一句话要点标签🔗
5 Scaling Whole-Body Human Musculoskeletal Behavior Emulation for Specificity and Diversity 提出大规模并行肌肉骨骼行为仿真框架以解决运动控制问题 reinforcement learning deep reinforcement learning reward design

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