663 citations · 1.3k across the 13 of their papers we have counts for
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cs.RO2023
A Two-stage Based Social Preference Recognition in Multi-Agent Autonomous Driving System
Jintao Xue, Dongkun Zhang, Rong Xiong +2
Multi-Agent Reinforcement Learning (MARL) has become a promising solution for constructing a multi-agent autonomous driving system (MADS) in complex and dense scenarios. But most m…
cs.RO2023
Zero-shot Transfer Learning of Driving Policy via Socially Adversarial Traffic Flow
Dongkun Zhang, Jintao Xue, Yuxiang Cui +6
Acquiring driving policies that can transfer to unseen environments is challenging when driving in dense traffic flows. The design of traffic flow is essential and previous studies…