CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control
The recent advancements in Traffic Signal Control (TSC) have highlighted the potential of
Reinforcement Learning (RL) as a promising solution to alleviate traffic congestion. Current …
Reinforcement Learning (RL) as a promising solution to alleviate traffic congestion. Current …
Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing
Enhancing diverse human decision-making processes in an urban environment is a critical
issue across various applications, including ride-sharing vehicle dispatching, public …
issue across various applications, including ride-sharing vehicle dispatching, public …