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30 search results found

Reinforcement Learning ⭐ 4,097

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Deepmind Atari Deep Q Learner ⭐ 1,780

The original code from the DeepMind article + my tweaks

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Game Ai ⭐ 140

Game AI for Machine Learning for Hackers #3

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

Dqn Atari ⭐ 89

A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well

A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

Deep Reinforcement Learning With Double Q Learning ⭐ 41

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Deepmind Dqn ⭐ 30

The original Deepmind Atari 2600 DQN code

Distributional_rl ⭐ 23

Repository for studying distributional rl

Human Level Control Through Deep Reinforcement Learning ⭐ 22

📖 Paper: Human-level control through deep reinforcement learning 🕹️

Deep Q-learning with Caffe on Space Invaders

Reinforcement learning in 3D.

Reinforce Js ⭐ 17

[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.

Anny is an artificial neural network, yo!

Pysc2 Tutorial ⭐ 14

Example code for PySC2

Policydistillation ⭐ 13

Reproducing Policy Distillation (DeepMind paper ICLR 2016)

Deepmind Atari Deep Q Learner 2player ⭐ 13

Minervasc2 ⭐ 13

machine learning project using DeepMind's PySc2

Fast Dqn Caffe ⭐ 11

Optimized dqn for caffe

Snake Reinforcement Deep Q Learning ⭐ 10

Play Snake Game with Deep Q-Network(DQN)

Dqn Tx1 For Nintendo ⭐ 8

My attempt to run DQN on Jetson TX1, which learns how to play Nintendo Famicom Mini games through reinforcement learning directly.

DeepMind DQN from https://sites.google.com/a/deepmind.com/dqn/

Simple_dqn ⭐ 6

RL Agent for Atari Game Pong

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

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