Engineering Artificial Intelligence

AI as an engineering design tool and an element of intelligent systems

Contents

• Chapter 1  Introduction
  • 1.1  Overview
  • 1.2  What is Artificial Intelligence?
  • 1.3  Development Environments
  • 1.4  Writing Code with AI Agents
  • 1.5  Rational Agents and their Environments
  • 1.6  Concluding Design Exercise: Robotic Warehouse Agent
  • 1.7  Problems
• Chapter 2  Search, Optimization, and Constraint Satisfaction
  • 2.1  Problem Formulation and Task Models
  • 2.2  Search Basics and Uninformed Search Algorithms
  • 2.3  Heuristic Search and A*
  • 2.4  Local Search and Optimization
  • 2.5  Constraints and Scheduling
  • 2.6  Problems
• Chapter 3  Knowledge and Reasoning
  • 3.1  Knowledge-Based Agents and the Limits of Search
  • 3.2  The Hazardous Warehouse Environment
  • 3.3  Propositional Logic
  • 3.4  First-Order Logic
  • 3.5  Inference in First-Order Logic
  • 3.6  Building a Knowledge-Based Agent
  • 3.7  Building a FOL Agent with Z3
  • 3.8  Problems