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cs.RO2026
Proactive Robot Assistance via Event-Driven Reasoning over State Changes
Fengkai Liu, Hao Su, Haozhuang Chi +6
Assistance in collaborative manipulation is often initiated by user instructions, making high-level reasoning request-driven. In fluent human teamwork, however, partners often infe…
cs.RO2026
Event-Driven Proactive Assistive Manipulation with Grounded Vision-Language Planning
Fengkai Liu, Hao Su, Haozhuang Chi +6
Assistance in collaborative manipulation is often initiated by user instructions, making high-level reasoning request-driven. In fluent human teamwork, however, partners often infe…