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Author

Jingtao Zhang

2 papers indexed here

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Preprint Sep 2026

ECHO: Event-Augmented Context with Hindsight and Outlook for Wrist-Only Manipulation

Learning-based manipulation policies relying on RGB cameras often suffer from degraded observations under extreme exposure. Event cameras mitigate this degradation by asynchronously detecting pixel-level intensity changes to offer a high dynamic range. However, their observations heavily depend on camera placement, as...

Xin-Yue Wang, Yi-Cheng Jiang, Ze-Sen Gan et al. · 0 citations
Preprint Aug 2026

Threat-guided Policy-aware Scene Perturbation for Safe Autonomous Driving with Online Reinforcement Learning

TPSP introduces a policy-aware scene encoder to capture the interaction between policy behaviors and surrounding environments, enabling scene perturbation aligned with the current policy, and develops a threat-guided optimization strategy that evaluates perturbed scenes through threat-level differences between policy r...

Xincong Hu, Lei Ou, Mao-Sen Li et al. · 0 citations

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