cosmoharrigan

neuroevolution

Neuroevolution as a direct policy search deep reinforcement learning method, implemented using Keras and DEAP.

rc-nfq

RC-NFQ: Regularized Convolutional Neural Fitted Q Iteration. A batch algorithm for deep reinforcement learning. Incorporates dropout regularization and convolutional neural networks with a separate target Q network.

minecraft-dataset-generation

Annotated Minecraft dataset for machine learning

entropy-estimation

Estimation of Mutual Information for Image Classification

keras-models

alchemy-2

Automatically exported from code.google.com/p/alchemy-2

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

atomspace

The OpenCog hypergraph database and logic (reasoning) engine

blocks-models

chunky

Minecraft mapping and rendering tool

clsquare

http://ml.informatik.uni-freiburg.de/research/clsquare

cnn-vis

cosmoharrigan.github.io

deep_q_rl

Theano-based implementation of Deep Q-learning

deepdream

generative-networks-notes

gym_torcs

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

lab

A customisable 3D platform for agent-based AI research

lectures

machineintelligence

MarioAI

MarioAI framework based on MarioAI 0.2.0 from https://code.google.com/p/marioai/

Math381-Project2

Monte Carlo Tree Search

MCEdit-Unified

Combined MCEdit & Pymclevel repository.

MemNN

Memory Networks implementations

moses

MOSES Machine Learning: "Meta-Optimizing Semantic Evolutionary Search"

MsPacMan-vs-Ghosts-AI

Updated framework from the Ms Pac-Man vs Ghosts competition: https://www.facebook.com/pacman.vs.ghosts

opencog

A development framework for AGI

SpockBot

A pure python framework that implements the 1.8 Minecraft protocol for building Minecraft clients

tensorflow

Open source software library for numerical computation using data flow graphs.