Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Introduction to Artificial Intelligence: Agents and Environments - Lecture 2

Dave Churchill via YouTube

Overview

Coursera Spring Sale
40% Off Coursera Plus Annual!
Grab it
Learn fundamental AI concepts in this university lecture covering intelligent agents, their interactions with environments, and key theoretical frameworks. Explore how agents perceive and represent states, execute actions, and implement policies while understanding the principles of rationality and performance measurement. Examine the critical differences between rationality and omniscience, analyze various environment types and their properties, and delve into state observability and complexity in action spaces. Master essential terminology and concepts through practical examples and interactive quizzes, building a strong foundation in artificial intelligence theory and application.

Syllabus

- Housekeeping
- Lecture Start
- Agents / Perception / States
- Actions
- Policies
- Rationality
- Performance Measure
- Rationality vs Omniscience
- Environments
- State Observability
- State / Action Space Complexity
- Environment Properties
- Do the Quiz

Taught by

Dave Churchill

Reviews

Start your review of Introduction to Artificial Intelligence: Agents and Environments - Lecture 2

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.