reinforcement-learning-an-introduction-solutions and rlai-exercises

These are direct competitors—both are independent implementations of solutions to the same textbook exercises, serving the same purpose of helping learners work through Sutton & Barto's RL curriculum.

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Stars: 34
Forks: 13
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Commits (30d): 0
Language: Python
License: MIT
Stars: 155
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Language: Jupyter Notebook
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About reinforcement-learning-an-introduction-solutions

matteocasolari/reinforcement-learning-an-introduction-solutions

Implementations for solutions to programming exercises of Reinforcement Learning: An Introduction, Second Edition (Sutton & Barto)

This project provides executable code solutions for the programming exercises found in the textbook "Reinforcement Learning: An Introduction, Second Edition" by Sutton & Barto. It takes theoretical problem descriptions from the textbook as input and produces working code implementations with corresponding result visualizations. This resource is ideal for students, researchers, or practitioners learning about reinforcement learning algorithms.

reinforcement-learning machine-learning-education algorithm-implementation AI-research computational-learning

About rlai-exercises

iamhectorotero/rlai-exercises

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

This resource provides fully worked-out examples and solutions for the exercises in the textbook 'Reinforcement Learning: An Introduction, 2nd Edition' by Sutton and Barto. It takes the theoretical problems from the book and shows how to arrive at the answers. Anyone studying reinforcement learning concepts from this specific textbook, whether a student or an independent learner, would use this to check their understanding or to get unstuck on challenging problems.

Reinforcement Learning Machine Learning Education AI Study Aid Textbook Solutions Artificial Intelligence

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