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attngan

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deeprl-baselines

Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning

gaia

Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better latent interpolations.

i2a-tensorflow

shenanigans by byang kyang willhang

imagination-augmented-agents

Building Agents with Imagination: pytorch easy-to-follow step-by-step tutorial

maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.

nec_tensorflow

Custom implementation of Deepmind's Neural Episodic Control.

neural-episodic-control

Implementation of Deepmind's Neural Episodic Control

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

rainbow-1

RainBow, Tensorflow

ray

A high-performance distributed execution engine

rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

tensorlayer

TensorLayer: A Deep Learning and Reinforcement Learning Library for Researchers and Engineers.

visual-interaction-networks_tensorflow

Tensorflow Implementation of Visual Interaction Networks