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Playing to Lose: AI and "Civilization" (Soren Johnson)

Google TechTalks2 HN recommenders · recommended in 3 months, 2011–2026
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talk · intermediate · evergreen · 2011–2026 on HN

Soren Johnson, a lead designer and AI programmer on Civilization games, discusses game AI design, including whether AI should cheat, behave like a human or be fun rather than strong. He uses the Civilization series as a case study.

HN commenters recommend it as the key talk on why game AI is built to be fun rather than to win.

8 comments from Hacker News

@JonnieCache2011-12 · in “How games cheat to help players”

Continuing my theme of posting relevant google tech talks, here is Soren Johnson, the lead designer and AI programmer on Sid Meier's Civilisation, discussing this very subject with specific reference to the evolution of civ's AI over the years. Extremely enlightening, whether you are a gamer or not. ▶ this video "Artificial intelligence is crucial to any strategy game, providing a compelling opponent for solo play. While many of the challenges of AI development are technical, significant design challenges exist as well. Can the AI behave like a human? Should it? Should the game design be adjusted to accommodate the limitations of the AI? How do we make the AI fun? Should the AI cheat? If so, how much? Do we even want the AI to win? This session suggests some possible answers to these questions using the "Civilization" series as a case study. Ultimately, developers must choose between a "good" AI and a "fun" one, with an understanding of the trade-offs inherent when deciding between the two."

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@aggronn2012-09 · in “Game AI vs Traditional AI”

You might enjoy a talk by the designer of much Civilization AI: ▶ this video Its a very good talk, but applied video game AI as a field is kind of a let down.

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@JonnieCache2012-06 · in “Civ II game a decade old”

You may well enjoy this lecture at google from one of the civ5 devs talking about the AI design, and game AI design in general. ▶ this video

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@chongli2026-02 · in “OpenCiv3: Open-source, cross-platform reimagining of Civilization III”

I would say diplomacy is the most misunderstood feature of the series. Players constantly say they want a stronger AI that's smarter at diplomacy. But whenever they have built an AI like that, their play testers complained that it doesn't behave like a real world leader (too ruthless). This experience led Soren Johnson (co-designer of Civ III and lead designer of Civ IV) to the realization that Civ AIs are supposed to "play to lose" [1]. [1] ▶ this video

@6gvONxR4sf7o2019-07 · in “DeepMind’s StarCraft II agent will play anonymously on battle.net”

That sort of game AI isn't designed to be strong. It's designed to be fun. See e.g. this talk titled "playing to lose" ▶ this video