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Showing 2026 · cs.ROShow all
2 papers · 2 filters
cs.RO2026
Learning Robot Visual Navigation in Crowds via Intention-Aware Scene Representations
Han Bao, Bingyi Xia, Hanjing Ye +5
Robot crowd navigation requires the ability to infer human intentions while accounting for the structural constraints of the environment. Currently, deep reinforcement learning (DR…
cs.RO2026★ 4 cited
ToMPC: Task-oriented Model Predictive Control via ADMM for Safe Robotic Manipulation
Xinyu Jia, Wenxin Wang, Jun Yang +2
This paper proposes a task-oriented model predictive control (ToMPC) framework for safe and efficient robotic manipulation in open workspaces. The framework unifies collision-free…