Name
Title | ||
|---|---|---|
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways |
Abstract | ||
|---|---|---|
Traffic oscillation on freeways results in abrupt and frequent vehicle deceleration, which remarkably increases crash risks. Artificial Intelligence based traffic control provides a new opportunity for addressing the safety issues. This study aims at proposing a Reinforcement Learning (RL)-based variable speed limits (VSL) control algorithm to reduce crash risks associated with oscillations. The s... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/MITS.2019.2907631 | IEEE Intelligent Transportation Systems Magazine |
Keywords | DocType | Volume |
Accidents,Traffic control,Oscillators,Vehicle safety,Predictive models,Detectors | Journal | 13 |
Issue | ISSN | Citations |
4 | 1939-1390 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zhibin Li | 1 | 41 | 6.93 |
| Chengcheng Xu | 2 | 6 | 6.32 |
| Yanyong Guo | 3 | 0 | 0.34 |
| Pan Liu | 4 | 36 | 6.75 |
| Ziyuan Pu | 5 | 5 | 1.75 |