flow-project / flow
Computational framework for reinforcement learning in traffic control
☆1,102Updated 8 months ago
Alternatives and similar repositories for flow:
Users that are interested in flow are comparing it to the libraries listed below
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆811Updated last month
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆291Updated 2 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆372Updated 2 years ago
- A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario☆836Updated 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…☆449Updated 11 months ago
- Scalable Multi-Agent RL Training School for Autonomous Driving☆1,001Updated 2 months ago
- multi-agent deep reinforcement learning for networked system control.☆403Updated 4 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆697Updated 2 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆197Updated last year
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆160Updated 5 years ago
- Implementations of Reinforcement Learning and Planning algorithms☆623Updated last year
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆688Updated last year
- Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for A…☆349Updated last year
- An OpenAI gym wrapper for CARLA simulator☆570Updated 3 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,176Updated last year
- Monaco SUMO Traffic (MoST) Scenario☆92Updated 2 years ago
- MARL for Autonomous Vehicles☆285Updated 5 months ago
- Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks.…☆2,753Updated this week
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,757Updated last year
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆174Updated last year
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆132Updated 9 months ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,547Updated 2 years ago
- Computational framework for reinforcement learning in traffic control☆43Updated 5 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,506Updated 11 months ago
- PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.☆564Updated 7 years ago
- Python Multi-Agent Reinforcement Learning framework☆1,980Updated 2 years ago
- OpenAI Gym Environment for Traffic Control☆77Updated 8 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆206Updated 5 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆121Updated 2 years ago
- Mean Field Multi-Agent Reinforcement Learning☆389Updated 5 years ago