cityflow-project / CityFlow
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
☆794Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for CityFlow
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆735Updated 2 months ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆144Updated 4 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆346Updated 2 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆161Updated last year
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆264Updated last year
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆186Updated last year
- Computational framework for reinforcement learning in traffic control☆1,072Updated 3 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…☆424Updated 7 months ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆116Updated 2 years ago
- multi-agent deep reinforcement learning for networked system control.☆386Updated 4 years ago
- ☆58Updated last year
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,462Updated 2 years ago
- Scalable Multi-Agent RL Training School for Autonomous Driving☆954Updated last week
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)