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a3c-tensorflow

a3c-tensorflow-1

a3c_tensorflow

Asynchronous Methods for Deep Reinforcement Learning

arcade-learning-environment

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

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

async-rl-1

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

asynchronouspolicygradient

awesome-terminal-fonts

Tools and instructions on how to have awesome symbols in a terminal with a monospace font

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bgail

Bayesian Approach to Generative Adversarial Imitation Learning

cartpolepolicygradient

conditionalvariationalautoencoder

CVAE

count_based_exploration_sr

d4rl

A benchmark for offline reinforcement learning.

dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deepmnistforexperts

Deep MNIST for experts

distributedtensorflowexample

asynchoronous learning example working inside localhost

dlbook_notation

LaTeX files for the Deep Learning book notation

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

flow

Computational framework for reinforcement learning in traffic control

ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gail-tf

Tensorflow implementation of generative adversarial imitation learning

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

google-research

Google Research

gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

gym

A toolkit for developing and comparing reinforcement learning algorithms.

handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

imitation

Contains an implementation of "Trust Region Policy Optimization" (TRPO)