The Robot Brains Podcast

Noam Brown: from Open AI on solving Poker and Diplomacy with AI

Jun 28, 2023

01:14:38

Creator website

Episode guests

Noam Brown

AI Chapters

Episode notes

Introduction

3min

Why Should AI Be Playing Games?

2min

The Problem With Poker

4min

The Importance of Probabilistic Strategies in Poker

6min

The Nash Equilibrium in Poker

3min

How to Play the Average of Everything You've Done in the Past

6min

The Importance of Search in Poker

5min

How to Do Search in Poker

2min

The Importance of Entropy Regularization in Poker

5min

10.

The Importance of Modeling in Poker

5min

11.

The Difference Between Optimizing for an Individual Hand and Playing Optimal

3min

12.

How to Quietly Run Your Poker Bot

4min

13.

The Challenges of AI for Diplomacy

5min

14.

The Importance of Playing a Game Like Diplomacy

2min

15.

The Importance of Human Data in Diplomacy

5min

16.

The Bot's Dialogue in a Diplomacy League

2min

17.

The Importance of Diplomacy in Real World Negotiations

3min

18.

The Challenges of Scaling Language Models

3min

19.

Scaling Inference by 100,000 X

2min

20.

The Importance of Inference in Games

2min

21.

How I Got Excited About Artificial Intelligence

3min

22.

How to Be a Successful PhD Student

2min

Noam Brown joins host Pieter Abbeel to discuss solving poker and Diplomacy with AI.

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