#344 – Noam Brown: AI vs Humans in Poker and Games of Strategic Negotiation
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What is the significance of No Limit Texas Hold'em in AI research?
The following is a conversation with Noah Brown, research scientist at FAIR, Facebook AI research group at Meta AI. He co-created the first AI system that achieved superhuman level performance in No Limit Texas Hold'em, both heads up and multiplayer. And now, recently, he co-created an AI system that can strategically out-negotiate humans using natural language in a popular board game called Diplomacy, which is a war game that emphasizes negotiation. And now a quick few second mention of each sponsor. Check them out in the description. It's the best way to support this podcast. We got True Classic Tees for shirts, Audible for audiobooks, Insight Tracker for bio-monitoring, and ExpressVPN for ISP privacy.
Choose wisely, my friends. And now on to the full ad reads. As always, no ads in the middle. I try to make this interesting, but if you skip them, please still check out the sponsors. I enjoy their stuff. Maybe you will too. This show is brought to you by True Classic Tees. High quality, soft, slim fitted t-shirts for men. They also make all the other menswear staples like polos, workout shirts, and boxers. I mostly wear their black t-shirt. And that's what I'm wearing right now. I have a ton of them. I enjoy how it feels. I enjoy how it looks. That's like the standard default look of the guy behind the keyboard. I guess programmer. I wonder when the t-shirt was created. Looking up on Wiki, the t-shirt evolved from undergarments used in the 19th century and in the mid-20th century transitioned from undergarments to generally used casual clothing.
Okay, wonderful. Anyway, go to trueclassic.com and enter code LEX to get 25% off. This episode is brought to you by Audible, an audiobook service that has given me hundreds, if not thousands of hours of education through listening to audiobooks. I'm currently re-listening for the, I don't know how many times I've re-listened to this book, how many times I've read it, but George Orwell's 1984. Not nearly as many times as Animal Farm. I don't know why exactly, but Animal Farm, just as a story, just connects with me. A basic fable. of creatures being not so good to each other and being greedy and also being good to each other and having personalities and just in the simple way that sort of whenever animals are made in a children-like story, it's simple, but it can still get to the profound.
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Chapters
8 chapters
1
What is the significance of No Limit Texas Hold'em in AI research?
0:00–28:17
2
How does No Limit Texas Hold'em differ from Limit Hold'em?
28:17–34:17
3
What strategies are employed in No Limit Texas Hold'em?
34:17–45:43
4
What are the implications of Nash Equilibrium in poker?
45:43–1:11:54
5
What are the unique challenges of AI in poker compared to other games?
1:11:54–1:13:53
6
Who is considered the greatest poker player of all time?
1:13:53–1:14:58
7
What is the game of Diplomacy and how does it differ from poker?
1:14:58–1:15:21
8
How can AI improve negotiation strategies in games?
1:15:21–2:33:50
Speakers
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