Ippei Nishitani

Deep Merging: Vehicle Merging Controller Based on Deep Reinforcement Learning with Embedding Network

Vehicles at highway merging sections must make lane changes to join the highway. This lane change can generate congestion. To reduce congestion, vehicles should merge so as not to affect traffic flow as much as possible. In our study, we propose a vehicle controller called Deep Merging that uses dee…