zxsRambo / metalight
MetaLight: a value-based meta-reinforcement learning framework for traffic signal control
☆37Updated 5 years ago
Alternatives and similar repositories for metalight:
Users that are interested in metalight are comparing it to the libraries listed below
- IPDALight for traffic signal control☆17Updated 10 months ago
- ☆11Updated last year
- ☆39Updated 8 months ago
- ☆56Updated 4 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆59Updated 2 years ago
- ☆38Updated 4 years ago
- ☆16Updated 4 years ago
- ☆26Updated 4 years ago
- Adds CityFlow to Gym☆26Updated 3 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆34Updated last year
- ☆25Updated 5 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆21Updated 11 months ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆36Updated 11 months ago
- ☆14Updated 3 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆4Updated 5 months ago
- ☆12Updated 4 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆27Updated 4 years ago
- ☆10Updated 2 years ago
- deep reinforcement learing SUMO☆39Updated 6 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆104Updated last year
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆22Updated 5 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆12Updated 2 years ago
- ☆12Updated 4 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆87Updated 2 years ago
- ☆59Updated last year
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆62Updated 4 years ago
- Traffic Signal Control Competition☆37Updated 5 years ago
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆52Updated 3 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆126Updated 7 months ago
- Distributed Deep Reinforcement Learning Traffic Signal Control☆48Updated 5 years ago