Evolution of AI: From Rule-based to Learning Systems - Deepstash

Evolution of AI: From Rule-based to Learning Systems

  • AI has transitioned from rule-based systems to learning agents that improve over time
  • Machine learning allows agents to operate in unpredictable environments, significantly enhancing performance

10

50 reads

CURATED FROM

IDEAS CURATED BY

gbiondizoccai

Cardiologist, scientist, and former airborne officer

Stuart Russell and Peter Norvig's Artificial Intelligence: A Modern Approach (4th Edition) explores the development of AI systems, focusing on rational agents, machine learning, and decision-making under uncertainty. It emphasizes AI's shift from rule-based to learning systems, highlighting the ethical implications of AI control. The book is essential for understanding modern AI technologies and their societal impact.

Similar ideas to Evolution of AI: From Rule-based to Learning Systems

Machine learning & Artificial intelligence

Machine learning: Machine learning engineers develop and deploy machine learning models to solve real-world problems. They are in high demand by companies in a variety of industries, including technology, finance, and healthcare.

Artificial intelligence: A...

Ethical Dilemmas in AI

Ethical Dilemmas in AI

AI systems, especially those based on machine learning, can sometimes make decisions that raise profound ethical concerns, shedding light on the intricate interplay between technology and morality.

  • The impact of AI on various aspects of our lives is ...

To wrap it up...

To wrap it up...

  1. AI refers to machines exhibiting human-like intelligence. There are several techniques for that, machine learning being one of the most prominent ones.
  2. AI’s ultimate goal is to develop a smart system to simulate human thinking and intelligence, while ML allow...

Read & Learn

20x Faster

without
deepstash

with
deepstash

with

deepstash

Personalized microlearning

100+ Learning Journeys

Access to 200,000+ ideas

Access to the mobile app

Unlimited idea saving

Unlimited history

Unlimited listening to ideas

Downloading & offline access

Supercharge your mind with one idea per day

Enter your email and spend 1 minute every day to learn something new.

Email

I agree to receive email updates