Category: analysis

Artificial Intelligence has crushed all human records in 2048. Here’s how the AI pulled it off.

By now, we’ve all heard of the addictive tile-mashing game called 2048. Last week, I picked up 2048 for the first time and — true to my nature — I started designing an AI to beat the game for me

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Optimized walking tours of New York City and Philadelphia

In the past couple weeks, I’ve shown you how to use machine learning to improve the efficiency of road trips all over the world, including the U.S., Europe, and South America. In this post, I’d like to show you how

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Pure Michigan road trip, optimized

For the past couple weeks, I’ve been computing optimal road trips across the U.S. and Europe. This time, as a shout-out to my current home state, I made a road trip around Michigan. With the snow melting and a warm

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Computing the optimal road trip across South America

By popular request, I’ve created another follow-up to my posts about computing optimal road trips across the U.S. and Europe. This time, I made an optimal road trip around South America. If you’d like to get into the nitty-gritty of

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Computing the optimal road trip across Europe

As a follow-up to my post about computing optimal road trips across the U.S., I thought it’d be fun to make a road trip map for Europe as well. If you’d like to get into the nitty-gritty of how these

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Computing the optimal road trip across the U.S.

Last week, Tracy Staedter from Discovery News proposed an interesting idea to me: Why not use the same algorithm from my Where’s Waldo article to compute the optimal road trip across every state in the U.S.? Visiting every U.S. state

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Revisiting the Six Degrees of Kevin Bacon

In early 1994, three Albright College students were watching Footloose during a heavy snowstorm. By pure coincidence, the next movie that came on the television was The Air Up There, another popular film starring Kevin Bacon. Intrigued by the coincidence,

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Here’s Waldo: Computing the optimal search strategy for finding Waldo

As I found myself unexpectedly snowed in this weekend, I decided to take on a weekend project for fun. While searching for something to catch my fancy, I ran across an old Slate article claiming that they found a foolproof

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A data-driven guide to creating successful reddit posts, redux

A couple years ago, I wrote an article using massive data set of reddit posts to tackle one of the more popular questions about reddit: How do I get a highly-upvoted post on reddit? In light of the recent findings

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Does a bigger film production budget result in more ticket sales?

If you take a stroll down a list of the most expensive films of all time, you’ll notice that most of the films are from the past 15 years. Every year, more and more money is being poured into producing

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