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#344 – Noam Brown: AI vs Humans in Poker and Games of Strategic Negotiation
Lex Fridman Podcast
How to Scale the Self-Play Process in Diplomacy
The way that we've approached self-play in diplomacy is like we're trying to come up with good intents to condition the language model on. We train a neural net to imitate the human data as closely as possible. And so what we do is we get a better approximation, a better model of human play by adding planning and RL. But it would have to be a really high expected value in order to deviate from this human-like policy.
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