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Foundations of AI

This class was created by Brainscape user Sander Moonemans. Visit their profile to learn more about the creator.

By: Sander Moonemans
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Decks in this class (11)

Chapter 5: Expert Systems, Heuristics, Second Boom
What is meant with weak ai,
When began the shift to ai develo...,
What is an expert system
17  cards
Chapter 10: Introduction to causality
When were bayesian networks intro...,
Explain how bayesian networks are...,
When marginalizing probabilities ...
14  cards
Chapter 11: Optimization & Metaheuristics
What is the objective of opzimiza...,
What are variables in the context...,
What is a solution in the context...
12  cards
Chapter 2: Connectionist vs. Symbolic AI, Darthmouth Workshop
When was the the mcculloch pitts ...,
Explain the components of a btan,
Draw a btan that can represent a xor
12  cards
Chapter 1: Introduction, Microworlds, Minimax search
The term ai can be defined along ...,
What kind of artificial intellige...,
When was the term ai first coined
13  cards
Chapter 6: Second Winter, Reasoning Under Uncertainty
Which disappointing developments ...,
What were 5 limits of expert syst...,
What characteristics defined the ...
18  cards
Chapter 7: Markov Chains, Monte Carlo Estimation
What is meant by stochastic proce...,
Explain why bayesian network are ...,
What is meant with time homogenei...
12  cards
Chapter 8: Markov Chain Monte Carlo
Shortly write down the formulas o...,
Explain each component of bayes rule,
Explain transition distributions ...
13  cards
Chapter 9: Monte Carlo Tree Search, Current AI, Timeline Overview
What are the downsides of minimax...,
Explain monte carlo tree search m...,
Explain the two main variables th...
12  cards
Chapter 3: Golden Years, Physical Symbol System Hypothesis
Which period was said to be the g...,
What is a physical system a physi...,
Define the physical symbol system...
22  cards
Chapter 4: Early Connectionism & Perceptrons, First AI Winter
What did donald hebb publish and ...,
What is snarc who created it and ...,
When was the perceptron invented ...
14  cards

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Foundations of AI

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