Search Results for author: Qinru Li

Found 3 papers, 0 papers with code

STT: Stateful Tracking with Transformers for Autonomous Driving

no code implementations30 Apr 2024 Longlong Jing, Ruichi Yu, Xu Chen, Zhengli Zhao, Shiwei Sheng, Colin Graber, Qi Chen, Qinru Li, Shangxuan Wu, Han Deng, Sangjin Lee, Chris Sweeney, Qiurui He, Wei-Chih Hung, Tong He, Xingyi Zhou, Farshid Moussavi, Zijian Guo, Yin Zhou, Mingxing Tan, Weilong Yang, CongCong Li

In this paper, we propose STT, a Stateful Tracking model built with Transformers, that can consistently track objects in the scenes while also predicting their states accurately.

Autonomous Driving

Vanishing Bias Heuristic-guided Reinforcement Learning Algorithm

no code implementations17 Jun 2023 Qinru Li, Hao Xiang

Reinforcement Learning has achieved tremendous success in the many Atari games.

Atari Games Q-Learning +1

Probabilistic Semantic Mapping for Urban Autonomous Driving Applications

no code implementations8 Jun 2020 David Paz, Hengyuan Zhang, Qinru Li, Hao Xiang, Henrik Christensen

Recent advancements in statistical learning and computational abilities have enabled autonomous vehicle technology to develop at a much faster rate.

Autonomous Driving Self-Driving Cars +1

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