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60_days_rl_challenge

Learn Deep Reinforcement Learning in Depth in 60 days

a-pytorch-tutorial-to-image-captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

a3c-pytorch

PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

abc

SeqGAN but with more bells and whistles

acceleratedmirrordescent

accsgd

Implements pytorch code for the Accelerated SGD algorithm.

acer_tf

Implementation for ACER in tensorflow and sonnet by deepmind

actasp

Library for reasoning about actions, planning, and reinfrocement learning with Answer Set Programming

actor-critic

Actor-Critic PyTorch | Lunar Lander v2

actor-critic-public

The source code for "An Actor Critic Algorithm for Structured Prediction"

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adam-optimizer-from-scratch

adlxmlds2017

NTU CSIE Applied Deep Learning 2017

advanced-opt

Presentations of the advanced topics in optimization

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

ai-blog

Accompanying repository for Let's make a DQN / A3C series.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

algorithm-learning

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alphazero

A replication of Alpha(Go) Zero.

alphazero-in-unity

Several board game AI, which are trained based on AlphaZero, used in a Unity game.

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

angry-birds-python

Angry Birds game written in python using pygame and pymunk

applied-opt

async-deep-rl

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

atari-demo

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

atari-human-checkpoint-replay

atari_roms

ROM files for ATARI emulator

awesome-deep-learning-papers

The most cited deep learning papers