layout: post title: "KBAI 笔记 01 Intro to Knowledge-based AI" date: "2019-01-01 08:33:16" categories: 计算机科学 excerpt: "Conundrums of AI how AI agents give near real-time solutions with limite..."
How do we design AI agents to address the characteristics?
Thinking-acting spectrum and optimal-like human spectrum
Percepts of the worlds go into Cognitive Systems as inputs via sensors and Cognitive systems give output with (???).
three-layer architecture.
In this course, I learned the characteristics of AI agent, AI problems, and major conundrums of AI. All the AI agents have limited computational resources, sensors attention, or knowledge and the logic they use is deductive. While the problems that AI needs to solve are dynamic, open-ended and often computationally intractable.
There are four schools of AI based the optimally-human-like spectrum and thinking-acting spectrum. Cognitive systems are more human-like.
The cognitive system have three modules: creative, deliberation, and metacognition. and in deliberation, there are three modules: reasoning, Learning, and Memory.