| A variable speed limit control approach for freeway tunnels based on the model-based reinforcement learning framework with safety perception J Jin, Y Li, H Huang, Y Dong, P Liu Accident Analysis & Prevention 201, 107570, 2024 | 7 | 2024 |
| Variable speed limit modelling to improve traffic safety and efficiency of mixed traffic flow by a two-stage framework J Jin, H Huang, Y Li, G Zhang, Y Dong, B Zhou, H Xue Transportmetrica A: Transport Science, 1-25, 2023 | 7 | 2023 |
| Analyzing urban traffic crash patterns through spatio-temporal data: A city-level study using a sparse non-negative matrix factorization model with spatial constraints approach J Jin, P Liu, H Huang, Y Dong Applied Geography 172, 103402, 2024 | 4 | 2024 |
| Variable speed limit control strategy for freeway tunnels based on a multi-objective deep reinforcement learning framework with safety perception J Jin, H Huang, Y Li, Y Dong, G Zhang, J Chen Expert Systems with Applications 267, 126277, 2025 | 2 | 2025 |
| Adaptive Transit Signal Priority Control for Traffic Safety and Efficiency Optimization: A Multi-Objective Deep Reinforcement Learning Framework Y Dong, H Huang, G Zhang, J Jin Mathematics 12 (24), 3994, 2024 | 2 | 2024 |
Helai HuangProfessor, Central South UniversityVerified email at csu.edu.cn