aima-exercises

Exercises for the book Artificial Intelligence: A Modern Approach. The idea is that in the fourth edition of the book, exercises will be online only (they will not appear in the book). This site will showcase the exercises, and will be a platform for students and teachers to add new exercises.

The first step will be to translate the LaTeX exercises (in the latex subdirectory) into markdown. Note that in the files there, the use of the \begin{uexercise} and \begin{iexercise} macros. Those are for the US and International versions of the book, which are slightly different. For this online version, we will present all the exercises to all the users. Macros are defined in the aima3e.sty file and figures (pictures/diagrams) are in the figures directory.

Index of Files

Here is a table of the latex and markdown version of the exercise files for Artificial Intelligence: A Modern Approach, with their respository location. Unimplemented files and the future exercises file are a good place for new contributors to start.

Chapter	LaTex File	Status	Jupyter Notebook	Markdown
1-Introduction	intro-exercises.tex	Implemented	intro-exercises.ipynb	intro-exercises.md
2-Intelligent-Agents	agents-exercises.tex	Implemented	agents-exercises.ipynb	agents-exercises.md
3-Solving-Problems-By-Searching	search-exercises.tex	Implemented	search-exercises.ipynb	search-exercises.md
4-Beyond-Classical-Search	advanced-search-exercises.tex	Implemented	advanced-search-exercises.ipynb	advanced-search-exercises.md
5-Adversarial-Search	game-playing-exercises.tex	Implemented	game-playing-exercises.ipynb	game-playing-exercises.md
6-Constraint-Satisfaction-Problems	csp-exercises.tex	Implemented	csp-exercises.ipynb	csp-exercises.md
7-Logical-Agents	knowledge+logic-exercises.tex	Implemented	knowledge+logic-exercises.ipynb	knowledge-logic-exercises.md
8-First-Order-Logic	fol-exercises.tex	Implemented	fol-exercises.ipynb	fol-exercises.md
9-Inference-In-First-Order-Logic	logical-inference-exercises.tex	Implemented	logical-inference-exercises.ipynb	logical-inference-exercises.md
10-Classical-Planning	planning-exercises.tex	Implemented	planning-exercises.ipynb	planning-exercises.md
11-Planning-And-Acting-In-The-Real-World	advanced-planning-exercises.tex	Implemented	advanced-planning-exercises.ipynb	advanced-planning-exercises.md
12-Knowledge-Representation	kr-exercises.tex	Implemented	kr-exercises.ipynb	kr-exercises.md
13-Quantifying-Uncertainity	probability-exercises.tex	Implemented	probability-exercises.ipynb	probability-exercises.md
14-Probabilistic-Reasoning	bayes-nets-exercises.tex	Implemented	bayes-nets-exercises.ipynb	bayes-nets-exercises.md
15-Probabilistic-Reasoning-Over-Time	dbn-exercises.tex	Implemented	dbn-exercises.ipynb	dbn-exercises.md
16-Making-Simple-Decisions	decision-theory-exercises.tex	Implemented	decision-theory-exercises.ipynb	decision-theory-exercises.md
17-Making-Complex-Decisions	complex-decisions-exercises.tex	Implemented	complex-decisions-exercises.ipynb	complex-decisions-exercises.md
18-Learning-From-Examples	concept-learning-exercises.tex	Implemented	concept-learning-exercises.ipynb	concept-learning-exercises.md
19-Knowledge-In-Learning	ilp-exercises.tex	Implemented	ilp-exercises.ipynb	ilp-exercises.md
20-Learning-Probabilistic-Models	bayesian-learning-exercises.tex	Implemented	bayesian-learning-exercises.ipynb	bayesian-learning-exercises.md
21-Reinforcement-Learning	reinforcement-learning-exercises.tex	Implemented	reinforcement-learning-exercises.ipynb	reinforcement-learning-exercises.md
22-Natural-Language-Processing	nlp-communicating-exercises.tex	Implemented	nlp-communicating-exercises.ipynb	nlp-communicating-exercises.md
23-Natural-Language-For-Communication	nlp-english-exercises.tex	Implemented	nlp-english-exercises.ipynb	nlp-english-exercises.md
24-Perception	perception-exercises.tex	Implemented	perception-exercises.ipynb	perception-exercises.md
25-Robotics	robotics-exercises.tex	Implemented	robotics-exercises.ipynb	robotics-exercises.md
26-Philosophical-Foundations	philosophy-exercises.tex	Implemented	philosophy-exercises.ipynb	philosophy-exercises.md
27-AI-The-Present-And-Future
Future Exercises	future-exercises.tex	Implemented	future-exercises.ipynb	future-exercises.md