1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.MA2026
CT: Captioning-Structure and LLM-Aligned Common-Sense Reward Learning for Traffic--Vehicle Coordination
Yuyang Chen, Kaiyan Zhao, Yiming Wang +3
State-of-the-art (SOTA) urban traffic control increasingly employs Multi-Agent Reinforcement Learning (MARL) to coordinate Traffic Light Controllers (TLCs) and Connected Autonomous…
cs.LG2023★ 1 cited
Urban Region Embedding via Multi-View Contrastive Prediction
Zechen Li, Weiming Huang, Kai Zhao +3
Recently, learning urban region representations utilizing multi-modal data (information views) has become increasingly popular, for deep understanding of the distributions of vario…