2 papers
cs.AI2026
ProcessLight: Process Supervision for Large Language Model Based Traffic Signal Control
Huaitao Zhao, Tianlong Zhou, Weijie Wang +2
Large Language Models (LLMs) have recently been introduced into traffic signal control (TSC) as decision agents due to their strengths in human-readable reasoning generation. Yet,…
cs.LG2024
Collaborative State Fusion in Partially Known Multi-agent Environments
Tianlong Zhou, Jun Shang, Weixiong Rao
In this paper, we study the collaborative state fusion problem in a multi-agent environment, where mobile agents collaborate to track movable targets. Due to the limited sensing ra…