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
- ☆59Updated last year
- Distributed Deep Reinforcement Learning Traffic Signal Control☆48Updated 5 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆192Updated last year
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆52Updated 3 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆104Updated last year
- Computational framework for reinforcement learning in traffic control☆43Updated 5 years ago
- Traffic Signal Control Competition☆37Updated 5 years ago
- deep reinforcement learing SUMO☆39Updated 6 years ago
- Traffic Signal timings using Deep Q-Learning☆68Updated 7 years ago
- OpenAI gym wrapper for SUMO☆16Updated 5 years ago
- some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Co…☆131Updated 2 years ago
- Intelligent traffic control on Vissim by dqn☆56Updated 6 years ago
- Python module for running SUMO traffic simulations☆38Updated 7 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆37Updated 5 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆277Updated last year
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆360Updated 2 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆201Updated 5 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆126Updated 7 months ago
- Traffic Control Test Bed☆27Updated 5 years ago
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆141Updated 5 years ago
- Deep Recurrent Attention Reinforcement Learning in Atari☆83Updated 6 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆56Updated 2 years ago
- Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove th…☆82Updated 5 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆168Updated last year
- ☆25Updated 5 years ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆26Updated 3 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆26Updated 5 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆62Updated 4 years ago
- ☆26Updated 4 years ago
- The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of…☆141Updated 5 years ago