bstriner / gym-traffic
OpenAI Gym Environment for Traffic Control
☆77Updated 8 years ago
Alternatives and similar repositories for gym-traffic:
Users that are interested in gym-traffic are comparing it to the libraries listed below
- Distributed Deep Reinforcement Learning Traffic Signal Control☆48Updated 6 years ago
- ☆64Updated 2 years ago
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆52Updated 4 years ago
- Deep Recurrent Attention Reinforcement Learning in Atari☆84Updated 6 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆201Updated 2 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆124Updated last year
- deep reinforcement learing SUMO☆44Updated 6 years ago
- Computational framework for reinforcement learning in traffic control☆44Updated 5 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆378Updated 2 years ago
- Traffic Signal timings using Deep Q-Learning☆68Updated 7 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆208Updated 5 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆135Updated 10 months ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆114Updated 6 years ago
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆149Updated 5 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆163Updated 5 years ago
- Traffic Signal Control Competition☆37Updated 6 years ago
- Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove th…☆86Updated 5 years ago
- some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Co…☆128Updated 2 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆294Updated 2 years ago
- ☆39Updated 5 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆66Updated 4 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆176Updated 2 years ago
- OpenAI gym wrapper for SUMO☆16Updated 5 years ago
- ☆112Updated 7 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆177Updated 3 years ago
- Inverse Reinforcement Learning Argorithms☆54Updated 5 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆56Updated 2 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆23Updated 6 years ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆26Updated 3 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆207Updated 5 years ago