152 Open Source Dqn Software Projects
Free and open source dqn code projects including engines, APIs, generators, and tools.
Reinforcement Learning With Tensorflow 6293 ⭐
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Udacity Deep Reinforcement Learning 3455 ⭐
Repo for the Deep Reinforcement Learning Nanodegree program
Andri27 Ts Reinforcement Learning 3051 ⭐
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Minimalrl 1551 ⭐
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Deep Reinforcement Learning With Pytorch 1408 ⭐
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Slm Lab 836 ⭐
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Pytorch Project Template 521 ⭐
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Gym Anytrading 435 ⭐
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Autonomous Learning Library 373 ⭐
A PyTorch library for building deep reinforcement learning agents.
Navneet Nmk Pytorch Rl 378 ⭐
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Reinforcement Learning Algorithms 439 ⭐
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)
Deep Rl Keras 345 ⭐
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Drl_based_selfdrivingcarcontrol 238 ⭐
Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator
Crypto Rl 242 ⭐
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
Deeprl Tensorflow2 225 ⭐
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Learning To Communicate Pytorch 211 ⭐
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Retro Learning Environment 179 ⭐
The Retro Learning Environment (RLE) -- a learning framework for AI
Hands On Intelligent Agents With Openai Gym 192 ⭐
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
Elegantrl 185 ⭐
Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".
Rlcycle 149 ⭐
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Snake Ai Reinforcement 119 ⭐
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
Tradinggym 99 ⭐
Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
Deep Reinforcement Learning For Dynamic Spectrum Access 100 ⭐
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
Tf2 Rl 79 ⭐
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Rchalyang Torchrl 77 ⭐
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Distributedrl 69 ⭐
A framework for easy prototyping of distributed reinforcement learning algorithms
Reinforcepy 54 ⭐
Collection of reinforcement learners implemented in python. Mainly including DQN and its variants
Machine Learning Is All You Need 188 ⭐
🔥🌟《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!
Playing Mario With Deep Reinforcement Learning 47 ⭐
An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.
Ml In Tf 45 ⭐
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Rl Experiments 46 ⭐
High-quality implementations of deep reinforcement learning algorithms for experiments
Dqn Using Pytorch And Ml Agents 46 ⭐
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
Emdqn 45 ⭐
Code for paper "Episodic Memory Deep Q-Networks" (https://arxiv.org/abs/1805.07603), IJCAI 2018
Xingtian 59 ⭐
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Dqn Obstacle Avoidance 41 ⭐
Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network
Machin 87 ⭐
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Breakout Deep Q Network 40 ⭐
Reinforcement Learning | tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout
Deeprl_algorithms 35 ⭐
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Deeprl Baselines 33 ⭐
Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning
Deep Q Atari 38 ⭐
Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.
Minecraft Reinforcement Learning 31 ⭐
Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Dqn Flappybird 31 ⭐
Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
Deeprl_pytorch 34 ⭐
Deep Reinforcement learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.
Reinforcement_learning_with_tensorflow 27 ⭐
Minimal implementations of reinforcement learning algorithms by Tensorflow