Yannick and David’s systems play against each other in 500 games. Who’s going to win? And what can we learn about how the ML may be working by thinking about the results?<a href="https://pair.withgoogle.com/thehardway/tic-tac-two/viewer/">See the agents play each other in Tic-Tac-Two</a>! For more information about the show, check out <a href="https://pair.withgoogle.com/thehardway/">pair.withgoogle.com/thehardway/</a>. You can reach out to the hosts on Twitter: <a href="https://twitter.com/dweinberger">@dweinberger</a> and <a href="https://twitter.com/tafsiri">@tafsiri</a>.

Yannick and David’s systems play against each other in 500 games. Who’s going to win? And what can we learn about how the ML may be working by thinking about the results? See the agents play each other in Tic-Tac-Two! For more information about the show, check out pair.withgoogle.com/thehardway/. You can reach out to the hosts on Twitter: @dweinberger and @tafsiri.

Yannick and David’s systems play against each other in 500 games. Who’s going to win? And what can we learn about how the ML may be working by thinking about the results?<a href="https://pair.withgoogle.com/thehardway/tic-tac-two/viewer/" rel="noopener noreferrer">See the agents play each other in Tic-Tac-Two</a>! For more information about the show, check out <a href="https://pair.withgoogle.com/thehardway/" rel="noopener noreferrer">pair.withgoogle.com/thehardway/</a>. You can reach out to the hosts on Twitter: <a href="https://twitter.com/dweinberger" rel="noopener noreferrer">@dweinberger</a> and <a href="https://twitter.com/tafsiri" rel="noopener noreferrer">@tafsiri</a>.&nbsp;

Head to Head: The Even Bigger ML Smackdown!

A writer and a software engineer from Google's People + AI Research team explore the human choices that shape machine learning systems by building competing tic-tac-toe agents.

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Head to Head: The Even Bigger ML Smackdown!

Head to Head: The Even Bigger ML Smackdown!