cathywu / flow
Computational framework for reinforcement learning in traffic control
☆43Updated 5 years ago
Alternatives and similar repositories for flow:
Users that are interested in flow are comparing it to the libraries listed below
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆60Updated 2 years ago
- deep reinforcement learing SUMO☆44Updated 6 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆134Updated 10 months ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆45Updated 3 months ago
- OpenAI gym wrapper for SUMO☆16Updated 5 years ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆26Updated 3 years ago
- Transit control with RL☆9Updated last year
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆38Updated 5 years ago
- ☆39Updated 11 months ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆92Updated 2 years ago
- ☆24Updated 5 months ago
- IPDALight for traffic signal control☆17Updated last year
- Traffic Signal Control Competition☆37Updated 6 years ago
- ☆39Updated 5 years ago
- ☆14Updated 3 years ago
- ☆26Updated 5 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆57Updated 2 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆74Updated last year
- Adds CityFlow to Gym☆27Updated 3 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆29Updated 4 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆39Updated last year
- Python API for the SUMO environment of Plymouth Rd.☆14Updated 4 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆66Updated 4 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆21Updated 3 years ago
- ☆58Updated 5 years ago
- ☆64Updated last year
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆73Updated last year
- ☆20Updated last year
- this is the repository of the code used for RAIM project☆11Updated 10 months ago
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆25Updated 2 years ago