Algorithms to Live By

Authors: Brian Christian, Tom Griffiths

Key Ideas

1. The explore/exploit trade-off

In everyday life, we constantly face decisions between exploring new options and exploiting our current knowledge. Algorithms can help us optimize this trade-off and determine the right balance.

2. Optimal stopping

When making decisions, we often have a limited amount of time or resources. Optimal stopping algorithms provide a mathematical approach to determining the best time to stop and make a choice.

3. Explore/exploit in dating

Applying the explore/exploit trade-off to dating, algorithms suggest that we should spend some time exploring different potent....
.....

To access all key ideas and much more, get Premium.

Quiz

1. What is one key concept discussed in the book?

Optimal stopping

The secretary problem

Bayes' rule

All of the above

2. What is the explore/exploit trade-off?

A method used in sorting algorithms

A decision-making process

An optimization challenge

A programming model

To access all questions from the quiz, get Premium.

Preview Book