49 Open Source Deep Q Network Software Projects
Free and open source deep q network 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
Deep_reinforcement_learning_course 2970 ⭐
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Deeprl Tutorials 767 ⭐
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Hands On Reinforcement Learning With Python 599 ⭐
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Mishalaskin Curl 268 ⭐
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Pytorch Madrl 239 ⭐
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
2048 Deep Reinforcement Learning 161 ⭐
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
Gym Fx 134 ⭐
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
Accel Brain Code 123 ⭐
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
Deep Q Networks 81 ⭐
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
Thtrieu Essence 68 ⭐
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
Dqn Using Pytorch And Ml Agents 46 ⭐
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
Pokaxpoka Sunrise 44 ⭐
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
Good_robot 36 ⭐
“Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
Pekaalto Dqn 24 ⭐
Deep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment
Mi Mvi_2016 24 ⭐
Semestral project for the subject Methods of computational inteligence @ fit.cvut.cz
Rocket_lander_gym 22 ⭐
💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.
Reinforce JS 18 ⭐
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
Deep Reinforcement Learning_ddqn_ppo_her 15 ⭐
MLP-framework (pure numpy) and DDQN-framework for OpenAI's Gym games. +test code for PPO added. +Hindsight Experience Replay(HER) bitflip-DQN example. +prioritized replay.
Juanblak Deep Reinforcement Learning 15 ⭐
[Tensorflow] High Correlation Data Removing Method for Deep Reinforcement Learning in Obstacle Avoidance and Path Planning
Grasshopper_dqn 13 ⭐
Repository for CAADRIA19 Workshop: "WS.4 Deep Reinforcement Learning in Grasshopper".
Bhaktipriya Atari 12 ⭐
1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"
Dqn4wirelesscontrol 12 ⭐
Python Q learning implementations and application examples in wireless networks
Deep Learning Mahjong 13 ⭐
Reinforcement learning (RL) implementation of imperfect information game Mahjong. Markov decision processes to predict future Mahjong states