LyWangPX/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2429 stars · 510 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A community-maintained collection of exercise solutions for the second edition of 'Reinforcement Learning: An Introduction' by Sutton and Barto, provided as PDFs and Jupyter notebooks. It exists because the book has no official solution manual, and is aimed at self-learners.

Use cases

• solutions for Sutton and Barto reinforcement learning exercises
• self-study companion for RL an introduction 2nd edition
• check my answers to reinforcement learning book problems
• learn reinforcement learning theory with worked solutions
• mathematical proofs for RL textbook exercises
• coding exercises for reinforcement learning book

When to choose

• you are self-studying the Sutton & Barto RL book without an official guide
• you want worked mathematical proofs and some coding solutions for the exercises
• you want a free, community-reviewed alternative to the incomplete official answer sheet

When to avoid

• you need guaranteed-correct solutions - the project itself warns it contains errors
• you are a student looking to copy answers for graded homework
• you need solutions for chapters that are still incomplete, such as chapter 12

Facets

learning-resource · maturity maintenance

reinforcement-learning documentation reinforcement-learning machine-learning tutorials education python cross-platform exercise-solutions sutton-barto self-study jupyter-notebook textbook-solutions education

Member repositories

For agents

markdown · JSON · MCP: product_card(name="LyWangPX/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions")