Alternatives and similar repositories for RL_signals:

Users that are interested in RL_signals are comparing it to the libraries listed below

• wingsweihua / colight
  CoLight: Learning Network-level Cooperation for Traffic Signal Control
  ☆173Updated last year
• wingsweihua / presslight
  ☆64Updated last year
• wingsweihua / IntelliLight
  IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
  ☆195Updated last year
• Pi-Star-Lab / RESCO
  Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)
  ☆130Updated 9 months ago
• Chacha-Chen / MPLight
  ☆57Updated 5 years ago
• docwza / sumolights
  SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights
  ☆288Updated last year
• DaRL-LibSignal / LibSignal
  ☆130Updated 4 months ago
• cts198859 / deeprl_signal_control
  multi-agent deep reinforcement learning for large-scale traffic signal control.
  ☆368Updated 2 years ago
• maxbrenner-ai / Multi-Agent-Distributed-PPO-Traffc-light-control
  multi agent RL for traffic light control in Sumo using distributed PPO
  ☆116Updated last year
• docwza / deep-rl-tsc
  Distributed Deep Reinforcement Learning Traffic Signal Control
  ☆48Updated 6 years ago
• LiangZhang1996 / Advanced_XLight
  Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".
  ☆36Updated last year
• gjzheng93 / frap-pub
  ☆25Updated 5 years ago
• goshaQ / adaptive-tls
  Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning
  ☆65Updated 4 years ago
• traffic-signal-control / sample-code
  ☆39Updated 5 years ago
• GangSuUGA / StageLight
  SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control
  ☆38Updated 3 years ago
• romainducrocq / DQN-ITSCwPD
  Reinforcement learning for traffic signal control (published research)
  ☆31Updated 2 weeks ago
• Ring367 / A-Deep-Reinforcement-Learning-Network-for-Traffic-Light-Cycle-Control
  A Deep Reinforcement Learning Network for Traffic Light Cycle Control
  ☆52Updated 3 years ago
• Guojyjy / CoTV
  Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning
  ☆69Updated last year
• YZNYEE / TrafficLights_control_pytorch_rl
  deep reinforcement learing SUMO
  ☆43Updated 6 years ago
• FXDevailly / IG-RL
  Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control
  ☆59Updated 2 years ago
• multi-commander / Multi-Commander
  Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem
  ☆120Updated 2 years ago
• Desny / traffic_light_rl
  Integrate AutoRL into DQN to implement a single traffic signal control system.
  ☆18Updated last year
• TJ1812 / Adaptive-Traffic-Signal-Control-Using-Reinforcement-Learning
  This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…
  ☆145Updated 5 years ago
• zxsRambo / metalight
  MetaLight: a value-based meta-reinforcement learning framework for traffic signal control
  ☆38Updated 5 years ago
• ACabrejas / Vissim_RL_Traffic_Lights_Control
  VISSIM Reinforcement Learning for Urban Traffic Control. DQN, DDQN, D3QN, A2C, PER.
  ☆45Updated 3 years ago
• wmn7 / Universal-Light
  This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".
  ☆31Updated 3 months ago
• Linging / Traffic-Signal-Control
  Intelligent traffic control on Vissim by dqn
  ☆56Updated 6 years ago
• zhuliwen / RoadnetSZ
  ☆39Updated 10 months ago
• zyr17 / UniLight
  Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method
  ☆35Updated last year
• LucasAlegre / sumo-rl
  Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…
  ☆798Updated last month