2 papers
cs.AI2018
Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning
Mark Schutera, Niklas Goby, Stefan Smolarek +1
This work examines the implications of uncoupled intersections with local real-world topology and sensor setup on traffic light control approaches. Control approaches are evaluated…
cs.LG2018
Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic
Mark Schutera, Niklas Goby, Dirk Neumann +1
Transportation and traffic are currently undergoing a rapid increase in terms of both scale and complexity. At the same time, an increasing share of traffic participants are being…