1 code implementation • 1 Aug 2022 • François-Xavier Devailly, Denis Larocque, Laurent Charlin
Most reinforcement learning methods for adaptive-traffic-signal-control require training from scratch to be applied on any new intersection or after any modification to the road network, traffic distribution, or behavioral constraints experienced during training.
1 code implementation • 6 Mar 2020 • François-Xavier Devailly, Denis Larocque, Laurent Charlin
We compare IG-RL to multi-agent reinforcement learning and domain-specific baselines.
Multi-agent Reinforcement Learning reinforcement-learning +1