A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
☆1,005Aug 19, 2025Updated 10 months ago
Alternatives and similar repositories for CityFlow
Users that are interested in CityFlow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆218May 5, 2023Updated 3 years ago
- ☆75May 5, 2023Updated 3 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,059Mar 8, 2026Updated 4 months ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆193Feb 3, 2020Updated 6 years ago
- Traffic Signal Control Competition☆41Apr 17, 2019Updated 7 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆423May 31, 2022Updated 4 years ago
- Computational framework for reinforcement learning in traffic control☆1,187Jul 27, 2024Updated last year
- ☆69Mar 7, 2020Updated 6 years ago
- MLJ: Libsignal: an open library for traffic signal control☆194Sep 19, 2025Updated 9 months ago
- ☆27Apr 24, 2020Updated 6 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆130Sep 28, 2022Updated 3 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆178Dec 11, 2025Updated 6 months ago
- A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to ma…☆505May 24, 2026Updated last month
- Adds CityFlow to Gym☆33Nov 15, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks.…☆4,083Jun 30, 2026Updated last week
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆223May 5, 2023Updated 3 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆336Mar 24, 2023Updated 3 years ago
- [KDD 2023] Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆51May 30, 2025Updated last year
- ☆44Feb 12, 2020Updated 6 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆33Sep 12, 2024Updated last year
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆26Dec 19, 2024Updated last year
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆52Feb 28, 2024Updated 2 years ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆27Feb 28, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆45Jan 13, 2020Updated 6 years ago
- ☆75Aug 18, 2021Updated 4 years ago
- We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian …☆210May 24, 2019Updated 7 years ago
- Scalable Multi-Agent RL Training School for Autonomous Driving☆1,127Jan 31, 2025Updated last year
- multi-agent deep reinforcement learning for networked system control.☆447Sep 29, 2020Updated 5 years ago
- Monaco SUMO Traffic (MoST) Scenario☆102Sep 24, 2022Updated 3 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- A Platform for Many-Agent Reinforcement Learning☆1,761Oct 22, 2022Updated 3 years ago
- ☆27Dec 7, 2019Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆14Sep 1, 2021Updated 4 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,202Dec 8, 2022Updated 3 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆66Oct 17, 2022Updated 3 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆4,851Feb 11, 2026Updated 4 months ago
- ☆13Jan 5, 2021Updated 5 years ago
- OpenAI Gym Environment for Traffic Control☆77Jan 12, 2017Updated 9 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆749May 23, 2022Updated 4 years ago