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Preprint Oct 2026

Controllable and Photorealistic Pedestrian Risky Motion Generation for End-to-End Driving Safety Evaluation

Evaluating end-to-end autonomous driving under rare, safety-critical vehicle-pedestrian interactions requires photorealistic, sensor-level scenarios. However, trajectory-based scenario generators cannot synthesize raw visual observations, whereas video-based approaches lack controllability. To bridge this gap, we prese...

Si-Yuan Liu, Miao Li, Hai-Bao Yu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Simple Agentic Memory for Generalist Robot Policies

Visual-memory systems commonly retain or compress past observations. Robot control additionally requires interaction-derived state that no individual frame may explicitly represent, such as persistent identity relations, accumulated progress, or ordered procedures. We introduce Simple Agentic Robot Memory (SimpleARM),...

Yu-You Zhang, Yun-Bei Zhang, Miao Li et al. · 0 citations

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