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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

btgym

OpenAI Gym environment for Backtrader trading platform

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

cnn

Evolution of CNN algorithm

dart

Dynamic Animation and Robotics Toolkit

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deepmimic

Motion imitation with deep reinforcement learning.

deepmind-atari-deep-q-learner

The original code from the DeepMind article + my tweaks

gym

A toolkit for developing and comparing reinforcement learning algorithms.

keras

Deep Learning for humans

large-scale-curiosity

lola_dice

Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

numpy_ars

A 150-lines python code for Augmented Random Search (https://arxiv.org/abs/1803.07055) with numpy.

onnx

Open Neural Network Exchange

pge

PGE: Parallel Game Engine

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_policy_search_optimizer

A tool for optimizing RL policy modules based on random search

reinforcement-learning-for-self-driving-cars

Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.

retro

Retro Games in Gym

scklearn_scpiy2013

scpy

som

Anomaly detection using SOM and ANN

tensorflow

An Open Source Machine Learning Framework for Everyone

titanic-data-project