Enhancing multi-scenario applicability of freeway variable speed limit control strategies using continual learning
R Zhang, S Xu, R Yu, J Yu - Accident Analysis & Prevention, 2024 - Elsevier
Variable speed limit (VSL) control benefits freeway operations through dynamic speed limit
adjustment strategies for specific operation scenarios, such as traffic jams, secondary crash …
adjustment strategies for specific operation scenarios, such as traffic jams, secondary crash …
Cooperative traffic optimization with multi-agent reinforcement learning and evolutionary strategy: Bridging the gap between micro and macro traffic control
The emergence of connected and autonomous vehicles (CAVs) holds promise for fine-
grained traffic control. However, due to the longevity of future mixed traffic scenarios, there is …
grained traffic control. However, due to the longevity of future mixed traffic scenarios, there is …
[PDF][PDF] Δυναμικός έλεγχος μικτής κυκλοφορίας με φάλαγγες αυτόματων οχημάτων σε περιοχή πλέξης ελεύθερης λεωφόρου με τη χρήση μεθόδων ενισχυτικής μάθησης
Α Μπίθας - 2023 - dspace.lib.ntua.gr
The aim of this diploma thesis is to develop reinforcement learning models for the dynamic
control of mixed traffic with platoons that consist of automatic vehicles in freeway weaving …
control of mixed traffic with platoons that consist of automatic vehicles in freeway weaving …