Concepedia

A deep reinforcement learning-based cooperative approach for multi-intersection traffic signal control

Tarek Amine Haddad, Djalal Hedjazi, Sofiane Aouag

Engineering Applications of Artificial Intelligence · 2022 · 82 citations · 36 references

Concepts

EngineeringAutomotive EngineeringAutonomous SystemsAutonomous VehiclesMarkov Decision ProcessesPath PlanningCollision AvoidanceOptimal ControlPolicy LearningReinforcement LearningTraffic EngineeringTraffic Signal ControlDeep Reinforcement LearningIntersection ControlIntersection Signal ControlReinforcement Learning For Signal ControlTraffic Signal Coordination

References

36

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 9K citations · Full text

Learning from delayed rewards

Chris Watkins · OpenGrey (Institut de l'Information Scientifique et Technique) · 1989 · 5.5K citations

Computing, Behavioral Sciences, Machine Learning +9

Recent Development and Applications of SUMO - Simulation of Urban MObility

Daniel Krajzewicz, Jakob Erdmann, Michael Behrisch et al. · elib (German Aerospace Center) · 2012 · 2K citations

Engineering, Systems Engineering, Transport +16

Reinforcement Learning for <i>True</i> Adaptive Traffic Signal Control

Baher Abdulhai, Rob Pringle, Grigoris Karakoulas · Journal of Transportation Engineering · 2003 · 534 citations

Engineering, Decision Sciences, Autonomous Vehicles +16