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arcade-learning-environment

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

atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment.

awesome-rl

Reinforcement learning resources curated

barcode_1d

Vision-based 1D barcode localization method for scale and rotation invariant

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bprinter

Pretty printer for command line programs

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

character-level-language-modeling-with-deeper-self-attention-pytorch

Reproducing Character-Level-Language-Modeling with Deeper Self-Attention in PyTorch

convnet.pytorch

convnet.pytorch-1

ConvNet training using pytorch

deep_q_rl

Theano-based implementation of Deep Q-learning

deepmind-atari-deep-q-learner

The original code from the DeepMind article + my tweaks

deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

functional-zoo

PyTorch and Tensorflow functional model definitions

genesis-plus-gx

An enhanced port of Genesis Plus - accurate & portable Sega 8/16 bit emulator

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-gridworld

Simple grid-world environment compatible with OpenAI-gym

gym-rle

A Gym environment for RLE (Retro Learning Environment)

install_blender_as_a_package

script for installing blender as a Python package

keras-rl

Deep Reinforcement Learning for Keras.

mupen64plus-libretro

Libretro port of Mupen64 Plus.

nanoarch

nestopia

Enhanced version of Nestopia for Linux, BSD, and Windows

open-bus

Analysing Israel public transport data

panoptic-toolbox

papers

Summaries of machine learning papers

pb

python implementation of poisson image blending