arui-234

DRLib

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

Multi-Agent-Distributed-PPO-Traffc-light-control

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

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.

TrafficLights_control_pytorch_rl

deep reinforcement learing SUMO

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.

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.

RLTrafficSignalControl

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

SUMO

simulation for two 4-arm intersections

TrafficLightNeuralNetwork

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

ImVisible

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

colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

presslight

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

gym-gharrafa

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

LeetcodeTop

汇总各大互联网公司容易考察的高频leetcode题🔥

batch_rl

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

rllab

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

rlkit

Collection of reinforcement learning algorithms

deeprl_signal_control

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

Gamma_Reward

ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

tf2rl

TensorFlow2 Reinforcement Learning

Deep-Reinforcement-Learning-Practice

Practice of Deep Reinforcement Learning with Keras and gym.