keras-rl

Deep learning library

An implementation of state-of-the-art deep reinforcement learning algorithms in Python.

Deep Reinforcement Learning for Keras.

GitHub

6k stars
200 watching
1k forks
Language: Python
last commit: over 2 years ago
Linked from 3 awesome lists

kerasmachine-learningneural-networksreinforcement-learningtensorflowtheano

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
matthiasplappert/keras-rl A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments. 8
keras-team/autokeras An open-source AutoML system for deep learning based on Keras. 9,172
keras-team/keras A high-level deep learning framework for building and training neural networks on multiple backend engines 62,196
leriomaggio/deep-learning-keras-tensorflow A comprehensive tutorial on building and training deep neural networks using Keras and TensorFlow 2,951
p-christ/deep-reinforcement-learning-algorithms-with-pytorch PyTorch implementations of popular deep reinforcement learning algorithms and environments. 5,669
scisharp/keras.net A high-level neural networks API for C# and F#, enabling fast prototyping of deep learning models. 606
kengz/openai_lab An experimentation framework for Reinforcement Learning using OpenAI Gym and Keras. 326
miroblog/deep_rl_trader A reinforcement learning-based trading system that uses Deep Q-Networks to make optimal trading decisions based on historical stock prices. 411
maxpumperla/elephas Enables distributed deep learning with Keras and Spark for scalable model training 1,574
rlcode/reinforcement-learning A collection of clean and minimal examples for various reinforcement learning algorithms 3,433
yuyang-huang/keras-inception-resnet-v2 Represents an implementation of the Inception-ResNet v2 deep learning model in Keras. 180
yerevann/r-net-in-keras Recreating a complex neural network architecture from a research paper to improve question answering capabilities 178
eriklindernoren/keras-gan An implementation of Generative Adversarial Networks (GANs) using the Keras deep learning framework. 9,194
titu1994/keras-dualpathnetworks Provides a Keras implementation of a deep neural network architecture combining ResNeXt and DenseNet elements 114
packtpublishing/hands-on-intelligent-agents-with-openai-gym Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym 374