3 citations · 6 across the 8 of their papers we have counts for
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cs.CV2025
CoIRL-AD: Collaborative-Competitive Imitation-Reinforcement Learning in Latent World Models for Autonomous Driving
Xiaoji Zheng, Ziyuan Yang, Yanhao Chen +5
End-to-end autonomous driving models trained with imitation learning (IL) often generalize poorly, particularly in long-tail scenarios where expert demonstrations are sparse. Reinf…
cs.CV2024★ 1 cited
Large Language Models Powered Context-aware Motion Prediction in Autonomous Driving
Xiaoji Zheng, Lixiu Wu, Zhijie Yan +5
Motion prediction is among the most fundamental tasks in autonomous driving. Traditional methods of motion forecasting primarily encode vector information of maps and historical tr…