Types of AI
What are the 4 types of AI?
Purely reactive, limited memory, theory of mind, self aware
what did the super computer 'deep blue' do?
Is a chess playing program considered a strong or weak AI?
Weak AI
What is supervised learning?
use of labeled datasets to train algorithms that to classify data or predict outcomes
Name one thing that has not been invented yet but could be invented in the future that uses AI.
Self-driving cars, Self aware robots, etc
What type of AI has not been invented yet and only exists in movies?
When was the term Artificial intelligence first used?
1956
What is an example of a Strong AI?
self aware robots, robots from movies/books, AI that can understand human emotion, etc
What is unsupervised learning mainly used for
to find general similarities and useful patterns
Name one application of AI
Virtual assistants, online customer support, banking fraud, etc
A chess-playing robot is an example of what type of AI?
Purely reactive
Who was the first person to use the term artificial intelligence?
John McCarthy
What is an example of a weak AI?
Game playing robots, virtual assistants, etc
What are the three types of machine learning?
unsupervised learning, supervised learning, reinforcement learning
What are two broad categories of AI?
Strong AI and Weak AI
The type of AI that goes through previous data to make decisions is called what?
Limited Memory
What was the name of the first general purpose mobile robot?
Shakey
What is AI?
A form of computer science used to create intelligent machines that can recognize human speech, objects, can learn, plan and solve problems like humans
How are machine learning and AI different?
Machine Learning is a subset of AI. Machine Learning is one of the processes that is used to help build AI programs and robots
What are 3 capabilities that make a robot artificially intelligent?
Generalized learning, reasoning, and problem solving
What are the characteristics of theory of mind AI?
The ability to understand thoughts and emotions and interact socially
What year was the first commercially successful robotic vacuum created?
2002
What type of AI was the auto walker that we coded in scratch?
reactive
What type of machine learning involves millions of instances of training data?
Deep Learning
What are neural networks?
A collection of algorithms designed to process data and produce and output with the least amount of error