boyu-ai/Hands-on-RL resource

Health v2 · maintenance only

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Adoption not part of the score

4959 stars · 833 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

An open-source Chinese-language textbook, 'Hands-on Reinforcement Learning', teaching reinforcement learning from basics to mainstream algorithms through Jupyter Notebooks with explanations and runnable code. It accompanies a free online course and a published print book.

Use cases

• learn reinforcement learning from scratch
• study mainstream RL algorithms with code examples
• find a free RL course with notebooks
• get runnable Jupyter notebooks for RL algorithms
• supplement an RL textbook with hands-on exercises

When to choose

• you want a structured, beginner-friendly introduction to reinforcement learning
• you prefer learning via annotated Jupyter notebooks with code
• you read Chinese and want a free accompanying course

When to avoid

• you need production-ready RL libraries or frameworks
• you only read English and cannot use Chinese-language material
• you need up-to-date coverage of the latest RL research

Facets

learning-resource · maturity maintenance

reinforcement-learning machine-learning reinforcement-learning machine-learning tutorials education python jupyter-notebook chinese-language open-textbook gym hands-on-course

Member repositories

For agents

markdown · JSON · MCP: product_card(name="boyu-ai/Hands-on-RL")