Top 110 dqn open source projects

Drl based selfdrivingcarcontrol
Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Hands On Intelligent Agents With Openai Gym
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
Rlcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Retro Learning Environment
The Retro Learning Environment (RLE) -- a learning framework for AI
Tensorflow Tutorials
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
Tensorflow Rl
Implementations of deep RL papers and random experimentation
Atari
AI research environment for the Atari 2600 games 🤖.
Machine Learning Is All You Need
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Drl
Repository for codes of 'Deep Reinforcement Learning'
Deep Reinforcement Learning Algorithms
31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Per
Prioritized Experience Replay (PER) implementation in PyTorch
Rainbow
A PyTorch implementation of Rainbow DQN agent
Machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Keras Rl2
Reinforcement learning with tensorflow 2 keras
Drqn Tensorflow
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Snake Ai Reinforcement
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
Deep Rl Tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
Ctc Executioner
Master Thesis: Limit order placement with Reinforcement Learning
Easy Rl
强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
Deep Reinforcement Learning With Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Deeprl algorithms
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Categorical Dqn
A working implementation of the Categorical DQN (Distributional RL).
Torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Reinforcepy
Collection of reinforcement learners implemented in python. Mainly including DQN and its variants
Deep Q Learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Dqn Flappybird
Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
Parl Sample
Deep reinforcement learning using baidu PARL(maze,flappy bird and so on)
Minecraft Reinforcement Learning
Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Rainbow Is All You Need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Chainerrl
ChainerRL is a deep reinforcement learning library built on top of Chainer.
Slm Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Gym Anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Elegantrl
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Pytorch Project Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Reinforcement Learning Algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
1-60 of 110 dqn projects