EasyRL

easy-rl is a beginner-friendly reinforcement learning (RL) tutorial series and framework developed by Datawhale China. It provides educational resources and implementations of various RL algorithms to help new researchers and practitioners learn RL concepts.

Features

Includes step-by-step reinforcement learning tutorials for beginners
Provides clean implementations of classic RL algorithms like DQN, PPO, and A3C
Designed for educational use with well-commented code
Supports integration with OpenAI Gym and Gymnasium
Offers visualization tools for understanding RL processes
Continuously updated with new RL advancements and improvements

Project Samples

Project Activity

See All Activity >

License

MIT License

Follow EasyRL

EasyRL Web Site

Other Useful Business Software

The Most Powerful Software Platform for EHSQ and ESG Management

Addresses the needs of small businesses and large global organizations with thousands of users in multiple locations.

Choose from a complete set of software solutions across EHSQ that address all aspects of top performing Environmental, Health and Safety, and Quality management programs.

Learn More

Rate This Project

User Reviews

Be the first to post a review of EasyRL!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Reinforcement Learning Algorithms

Registered

2025-03-13

Similar Business Software

Vertex AI

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery...

See Software
Ango Hub

Ango Hub is a quality-focused, enterprise-ready data annotation platform for AI teams, available on cloud and on-premise. It supports computer vision, medical imaging, NLP, audio, video, and 3D point cloud annotation, powering use cases from autonomous driving and robotics to healthcare...

See Software
TF-Agents

TensorFlow Agents (TF-Agents) is a comprehensive library designed for reinforcement learning in TensorFlow. It simplifies the design, implementation, and testing of new RL algorithms by providing well-tested modular components that can be modified and extended. TF-Agents enables fast code...

See Software
Gymnasium

Gymnasium is a maintained fork of OpenAI’s Gym library, providing a standard API for reinforcement learning and a diverse collection of reference environments. The Gymnasium interface is simple, pythonic, and capable of representing general RL problems, and has a compatibility wrapper for old...

See Software
OORT DataHub

Data Collection and Labeling for AI Innovation. Transform your AI development with our decentralized platform that connects you to worldwide data contributors. We combine global crowdsourcing with blockchain verification to deliver diverse, traceable datasets. Global Network: Ensure AI...

See Software
Hugging Face

Hugging Face is a leading platform for AI and machine learning, offering a vast hub for models, datasets, and tools for natural language processing (NLP) and beyond. The platform supports a wide range of applications, from text, image, and audio to 3D data analysis. Hugging Face fosters...

See Software