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cs.LG2024
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay
Jinmei Liu, Wenbin Li, Xiangyu Yue +3
We study continual offline reinforcement learning, a practical paradigm that facilitates forward transfer and mitigates catastrophic forgetting to tackle sequential offline tasks.…
cs.LG2024★ 1 cited
AccidentGPT: Large Multi-Modal Foundation Model for Traffic Accident Analysis
Kebin Wu, Wenbin Li, Xiaofei Xiao
Traffic accident analysis is pivotal for enhancing public safety and developing road regulations. Traditional approaches, although widely used, are often constrained by manual anal…