986 Open source projects that are alternatives of or similar to Reinforcement Learning Wechat Jump

Deep Neuroevolution

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Implementation of algorithms for continuous control (DDPG and NAF).

An environment to high-frequency trading agents under reinforcement learning

A fast Evolution Strategy implementation in Python

A PyTorch library for building deep reinforcement learning agents.

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.

🤖 Implements of Reinforcement Learning algorithms.

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

Build environment and train a robot arm from scratch (Reinforcement Learning)

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

AI research environment for the Atari 2600 games 🤖.

Awesome Game AI materials of Multi-Agent Reinforcement Learning

A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.

AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

Code repository for the Animal AI Olympics competition

Python library for Reinforcement Learning.

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

Solving OpenAI Gym problems.

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

OpenAI's cartpole env solver.

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

AI斗地主

An open source framework for research in Embodied-AI from AI2.

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

A life simulation for exploring social dynamics

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Repo for the Deep Reinforcement Learning Nanodegree program

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

use AI to play some games.

Multiple implementations for abstractive text summurization , using google colab

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

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

StarCraft II - pysc2 Deep Reinforcement Learning Examples

GPU Javascript Library for Machine Learning

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

Tools for using computer algebra systems to solve math problems step-by-step with reinforcement learning

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

Reinforcement Learning Workshop for Data Science BKK

Evolving Artificial Neural Networks for Cross-Adaptive Audio Effects