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  Problem Solving
  • 2.1  Problem Formulation and Task Models
  • 2.2  Search Basics and Uninformed Search Algorithms
  • 2.3  Heuristic Search and A*
  • 2.4  Constraints and Scheduling
  • 2.5  Multi-Agent Traffic and Avoidance
• Chapter 3  Knowledge, Reasoning, and Planning
  • 3.1  Representations and Knowledge Modeling
  • 3.2  Rules, Constraints, and Safety Specs
  • 3.3  Planning Operators and Domains
  • 3.4  Planning Search and Heuristics
  • 3.5  Execution Monitoring and Replanning
  • 3.6  Bridges to Learning and Uncertainty