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cs.LG2026
Preference-Conditioned Multi-Objective Reinforcement Learning for Runtime-Tunable Transit Signal Priority
Philip-Roman Adam, Stefanie Schmidtner
Transit signal priority (TSP) requires balancing competing objectives: reducing bus delay while limiting adverse impacts on non-bus traffic and avoiding extreme waits for a subset…
cs.LG2024
Queue-based Eco-Driving at Roundabouts with Reinforcement Learning
Anna-Lena Schlamp, Werner Huber, Stefanie Schmidtner
We address eco-driving at roundabouts in mixed traffic to enhance traffic flow and traffic efficiency in urban areas. The aim is to proactively optimize speed of automated or non-a…