BerkeleyX:CS188.1x Artificial Intelligence week1

Week 1

Welcome to CS188x

Lecture 1: Intro to AI

part 12 : WHAT AI CAN DO : GAME PLAYING

part 13 : WHAT AI CAN DO : DECISION MAKING

 - web search engine

 - auto mated help desk

 - fraud detection

 - ...

part 14 : DESIGNING RATIONAL AGENTS

 - An agent is an entity that perceives and acts

 - A rational agent select actions that maximize its (expected) utility.

 - Characteristics of the percepts, environment, and action space dictate techniques for selecting rational actions

 - This course is about

  * General AI techniques for a variety of problem types

  * Learning to recognize when and how a new problem can be solved with an existing techunique

part 15 : PACMAN AS AN AGENT

 - 팩맨을 플레이할때 조이스틱 뒤에 있는 당신이 agent이다.  어떤 인지를 하고 어떤 행동을 하는가?

part 16 : COURSE TOPICS

 이 코스는 두가지 파트로 이루어진다.

  - Part 1 : Making Decesions

   * Fast search / planning

   * Constraint satisfaction

   * Adversarial and uncertain search

  - Part 2 : Resioning under Uncertainty

   * Bayer's nets

   * Decision theory

   * Machine learning

   - Throughout : Applications : Natural language, vision, robotics, games,...

(optional) Python Refresher