openai_lab

RL experimentator

An experimentation framework for Reinforcement Learning using OpenAI Gym and Keras.

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

GitHub

326 stars
33 watching
68 forks
Language: Python
last commit: almost 7 years ago
Linked from 2 awesome lists

actor-criticddpgdeep-reinforcement-learningexperimentkerasopenaipolicy-gradientreinforcement-learningtensorflow

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. 7
kengz/slm-lab A comprehensive framework for deep reinforcement learning using PyTorch. 1,256
toni-sm/skrl A modular reinforcement learning library with support for various environments and frameworks 560
kaixhin/rainbow A Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games 1,585
sjtu-marl/malib A framework for parallel population-based reinforcement learning 497
kunqian2025/reinforcement-learning A collection of implementations of reinforcement learning algorithms in MATLAB 60
kh-kim/stock_market_reinforcement_learning Provides a general environment for stock market trading simulation using OpenAI Gym and reinforcement learning algorithms 791
packtpublishing/hands-on-intelligent-agents-with-openai-gym Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym 373
ikostrikov/jaxrl Provides JAX implementations of various reinforcement learning algorithms with continuous action spaces. 630
enlite-ai/maze An RL framework for building and training reinforcement learning models in Python 265
eleurent/rl-agents A collection of implementations of Reinforcement Learning and planning algorithms in Python. 589
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
lupoglaz/godotaigym Enables training of reinforcement learning models with PyTorch on Godot Engine using shared memory 214
guildai/guildai Automates and optimizes machine learning experiments to capture run results and improve models 870
keras-rl/keras-rl An implementation of state-of-the-art deep reinforcement learning algorithms in Python. 5,526