arui-234

arui-234's Stars

• ray-project/ray

  Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python33.2k47518.5k5.6k

• afatcoder/LeetcodeTop

  汇总各大互联网公司容易考察的高频leetcode题🔥

  18.6k293632.7k

• AI4Finance-Foundation/ElegantRL

  Massively Parallel Deep Reinforcement Learning. 🔥

  Language:Python3.7k51255843

• rail-berkeley/rlkit

  Collection of reinforcement learning algorithms

  Language:Python2.5k61131550

• Kaixhin/Rainbow

  Rainbow: Combining Improvements in Deep Reinforcement Learning

  Language:Python1.6k4169282

• google-research/batch_rl

  Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

  Language:Python527133874

• kaixindelele/DRLib

  DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.

  Language:Python51171370

• keiohta/tf2rl

  TensorFlow2 Reinforcement Learning

  Language:Python46518120103

• AndreaVidali/Deep-QLearning-Agent-for-Traffic-Signal-Control

  A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

  Language:Jupyter Notebook405835145

• cts198859/deeprl_signal_control

  multi-agent deep reinforcement learning for large-scale traffic signal control.

  Language:Python340123585

• wingsweihua/colight

  CoLight: Learning Network-level Cooperation for Traffic Signal Control

  Language:Python16054258

• xiaochus/Deep-Reinforcement-Learning-Practice

  Practice of Deep Reinforcement Learning with Keras and gym.

  Language:Python15712582

• maxbrenner-ai/Multi-Agent-Distributed-PPO-Traffc-light-control

  multi agent RL for traffic light control in Sumo using distributed PPO

  Language:Python914518

• quantumiracle/Reinforcement_Learning_for_Traffic_Light_Control

  Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.

  Language:Python806327

• samuelyu2002/ImVisible

  ImVisible: Pedestrian Traffic Light (PTL) Dataset, Lightweight CNN (LytNet), and Mobile Application for the Visually Impaired (CAIP '19, ICCV Workshops '19)

  Language:Python5931012

• wingsweihua/presslight

  Language:Python583922

• YZNYEE/TrafficLights_control_pytorch_rl

  deep reinforcement learing SUMO

  Language:Python393312

• cbfinn/rllab

  rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

  Language:Python296014

• raymelon/TrafficLightNeuralNetwork

  :traffic_light: An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.

  Language:C#22237

• Skylark0924/Gamma_Reward

  Language:Python13212

• qcri/gym-gharrafa

  OpenAI Gym environment used in the KDD2019 Paper "Time Critic Policy Gradient Methods for Traffic Signal Control in Complex and Congested Scenarios"

  Language:Jupyter Notebook460

• MorrisQiu/RLTrafficSignalControl

  Project Reinforcement Learning (RL) for Traffic Light Control (TLC)

  Language:Jupyter Notebook3320

• priyanksonis/SUMO

  simulation for two 4-arm intersections

  3200