2 papers
cs.AI2025
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal Control
Yuxuan Wang, Meng Long, Qiang Wu +3
Adaptive traffic signal control (ATSC) can effectively reduce vehicle travel times by dynamically adjusting signal timings but poses a critical challenge in real-world scenarios du…
math.PR2025
Sampling from the Continuous Random Energy Model in Total Variation Distance
Holden Lee, Qiang Wu
The continuous random energy model (CREM) is a toy model of spin glasses on that, in the limit, exhibits an infinitely hierarchical correlation structure. We give two p…