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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

These results support a state-based view of robot memory: effective memory for control is not simply retained visual history, but compact task-relevant state derived from the interaction history.

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

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