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benchmark

cardinality

model learning the "cardinality principle"

clockworkrnn

Reimplementation of the clockwork recurrent neural network in Torch7

deeprmax

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dqn-tutorial

Starter code for doing reinforcement learning with neural networks in TensorFlow

episodiccontrol

eventplanning

gae

Generalized Advantage Estimation (without TRPO and line searches)

gym

A toolkit for developing and comparing reinforcement learning algorithms.

inverse

kadp

kbrl

Kernel-Based Reinforcement Learning + experimental extenstions

lab

A customisable 3D platform for agent-based AI research

longtimescalebp

luasdl2

A pure C binding of SDL 2.0 for Lua 5.1, Lua 5.2, and LuaJIT.

mann

mathcog

Deep Learning Models of Mathematical Cognition

matlab-go

This is an implementation of the game Go for matlab

micromoba

My tiny Matlab game for AI development and human procrastination.

multitimescalepred

N-step state prediction with RNNs

mycaffe

Highly modded version of Caffe

neuralexperiencereplay

neuromon

1v1 2D arena game. Play against bots or deisign your own!

oneshot

pygame-learning-environment

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

pyprocess

Generate stochastic processes using Python. Unfortunately not maintained any longer =(

ram

Recurrent Visual Attention Model

reinforcementlearninghomework

Homework assignment for Stanford psych 209

rnn

Recurrent Neural Network library for Torch7's nn