LucasAlegre / sumo-rlLinks
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
☆973Updated 2 months ago
Alternatives and similar repositories for sumo-rl
Users that are interested in sumo-rl are comparing it to the libraries listed below
Sorting:
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆401Updated 3 years ago
- A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to ma…☆481Updated last month
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆320Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆180Updated 5 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆162Updated 3 weeks ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆142Updated 2 years ago
- Computational framework for reinforcement learning in traffic control☆1,172Updated last year
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆196Updated 2 years ago
- multi-agent deep reinforcement learning for networked system control.☆434Updated 5 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆214Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆165Updated 3 months ago
- A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario☆960Updated 4 months ago
- MARL for Autonomous Vehicles☆334Updated last year
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆128Updated 3 years ago
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆158Updated 6 years ago
- ☆68Updated 2 years ago
- ☆41Updated 5 years ago
- ☆27Updated 6 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆413Updated 3 years ago
- ☆66Updated 5 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆85Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆667Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆518Updated 2 years ago
- Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)☆354Updated 5 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆663Updated 3 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆738Updated 3 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆44Updated 3 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆781Updated 3 years ago
- Distributed Deep Reinforcement Learning Traffic Signal Control☆53Updated 6 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆372Updated 4 years ago