Pinned Repositories
Adaptive-Traffic-Signal-Control-Using-Reinforcement-Learning
This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellman Equation (Q-Learning).
deep-rl-tsc
Distributed Deep Reinforcement Learning Traffic Signal Control
gym
A toolkit for developing and comparing reinforcement learning algorithms.
IntelliLight
IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
Reinforcement_Learning_for_Traffic_Light_Control
Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.
Traffic-Signal-Control
Intelligent traffic control on Vissim by dqn
BZS9606's Repositories
BZS9606/Adaptive-Traffic-Signal-Control-Using-Reinforcement-Learning
This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellman Equation (Q-Learning).
BZS9606/deep-rl-tsc
Distributed Deep Reinforcement Learning Traffic Signal Control
BZS9606/gym
A toolkit for developing and comparing reinforcement learning algorithms.
BZS9606/IntelliLight
IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
BZS9606/Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
BZS9606/Reinforcement_Learning_for_Traffic_Light_Control
Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.
BZS9606/Traffic-Signal-Control
Intelligent traffic control on Vissim by dqn