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27 stars written in Python
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Models and examples built with TensorFlow

Python 77,008 45,781 Updated Oct 15, 2024

A toolkit for developing and comparing reinforcement learning algorithms.

Python 34,644 8,602 Updated Oct 11, 2024

Python Implementation of Reinforcement Learning: An Introduction

Python 13,536 4,821 Updated Aug 9, 2024

Setup and customize deep learning environment in seconds.

Python 6,318 749 Updated Jan 29, 2023

Simple examples to introduce PyTorch

Python 4,703 925 Updated Feb 20, 2022

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…

Python 3,583 829 Updated May 29, 2022

TensorFlow Reinforcement Learning

Python 3,135 386 Updated Dec 8, 2022

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

Python 2,900 801 Updated Jun 10, 2023

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Python 2,326 461 Updated Dec 11, 2022

Author's PyTorch implementation of TD3 for OpenAI gym tasks

Python 1,690 435 Updated Jul 14, 2023

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

Python 1,416 301 Updated Dec 7, 2022

Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

Python 828 279 Updated Mar 16, 2019

Code for the paper "Large-Scale Study of Curiosity-Driven Learning"

Python 803 180 Updated Aug 12, 2021

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

Python 659 121 Updated Sep 6, 2019

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Python 609 176 Updated May 2, 2023

DEEp Reinforcement learning framework

Python 485 126 Updated May 1, 2024

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Python 366 66 Updated Dec 27, 2022

Evolution Strategies in PyTorch

Python 348 41 Updated Sep 11, 2017

Python module for GQ-CNN training and deployment with ROS integration.

Python 310 149 Updated Apr 25, 2024

Manage i3wm workspaces in groups

Python 221 15 Updated Oct 12, 2024

Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization

Python 44 2 Updated Nov 8, 2018

Solved lab problems, slides and notes of the Deep Reinforcement Learning bootcamp 2017 held at UCBerkeley

Python 42 11 Updated Nov 14, 2017

Series Algorithms of Deep Reinforcement Learning, such as DQN, DDQN, one-step-DQN, DDPG, etc

Python 41 26 Updated Sep 27, 2016

Collection of RL Environments built using Madrona

Python 24 5 Updated Aug 11, 2023

Deep Reinforcement Learning Pong Agent, King Pong, he's the best

Python 23 7 Updated Mar 23, 2017

☂️📜 Python script that shows weather info

Python 4 2 Updated Apr 14, 2020