“AI: A Modern Approach” is a textbook about Artificial Intelligence, written by Stuart Russell and Peter Norvig. I’m currently studying it outside of school with a few other people on a private Discord server. For an introduction to what the textbook is about, see [[AIMA: Introduction]]N.
For an explanation of the note taking format, see [[Albatross, how I take notes]]B
Table of Contents
- I: Introduction
- Chapter 01: [[AIMA: Introduction]]N
- Chapter 02: [[AIMA: Intelligent Agents]]N
- II: Problem Solving
- Chapter 03: [[AIMA: Solving Problems by Searching]]N
- Chapter 04: [[AIMA: Constraint Satisfaction Problems]]N
- Chapter 05: [[AIMA: Adversarial Search and Games]]N
- Chapter 06: [[AIMA: Search in Complex Environments]]N
- III: Knowledge, Reasoning, and Planning
- Chapter 07: [[AIMA: Logical Agents]]N
- Chapter 08: [[AIMA: First-Order Logic]]N
- Chapter 09: [[AIMA: Inference in First-Order Logic]]N
- Chapter 10: [[AIMA: Knowledge Representation]]N
- Chapter 11: [[AIMA: Automated Planning]]N
- IV: Uncertain Knowledge and Reasoning
- Chapter 12: [[AIMA: Quantifying Uncertainty]]N
- Chapter 13: [[AIMA: Probabilistic Reasoning]]N
- Chapter 14: [[AIMA: Probabilistic Reasoning Over Time]]N
- Chapter 15: [[AIMA: Probabilistic Programming]]??
- Chapter 16: [[AIMA: Simple Decisions]]??
- Chapter 17: [[AIMA: Complex Decisions]]??
- V: Learning
- Chapter 18: [[AIMA: Leaning from Examples]]??
- Chapter 19: [[AIMA: Knowledge in Learning]]??
- Chapter 20: [[AIMA: Learning Probabilistic Models]]??
- Chapter 21: [[AIMA: Reinforcement Learning]]??
- VI: Communicating, Perceiving and Acting
- Chapter 22: [[AIMA: Natural Language Processing]]??
- Chapter 23: [[AIMA: Natural Language for Communication]]??
- Chapter 24: [[AIMA: Perception]]N
- Chapter 25: [[AIMA: Robotics]]??
- VII: Conclusions
- Chapter 26: [[AIMA: Philosophical Foundations]]??
- Chapter 27: [[AIMA: The Present and the Future]]??
Backlinks
Metadata
date: 2021-03-21 17:07
tags:
- '@?public'
- '@?safe-to-post-online'
- '@aima'
title: 'AI: A Modern Approach'