Noam Brown
speaker
1,199 appearances
1 recordings
1 series
first heard Dec 2022
last heard Dec 2022
Noam Brown’s voice in public audio — every appearance, attributed to the second.
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So first of all,
The fact that you can't rely purely or even largely on self-play, that you really have to have an understanding of how humans approach the game.
I think that that's one of the major conclusions that I'm drawing from this work.
And that is, I think, applicable more broadly to a lot of different games.
So we've actually already taken the approaches that we've used in Diplomacy and tried them on a cooperative card game called Hanabi.
And we've had a lot of success in that game as well.
On the language side,
I think the fact that we were able to control the language model through this intense approach was very effective.
And it allowed us, instead of just imitating how humans would communicate, we're able to go beyond that and able to feed into it superhuman strategies that it can then generate messages corresponding to.
The bot doesn't explicitly try to calculate whether somebody is lying or not.
But what it will do is try to predict what actions they're going to take given the communications, given the messages that they've sent to us.
So given our conversation, what do I think you're going to do?
And implicitly, there is a calculation about whether you're lying to me in that conversation.
Based on your messages, if I think you're going to attack me this turn, even though your messages say that you're not, then essentially the bot is predicting that you're lying.
But it doesn't view it as lying the same way that we would view it as lying.
Yeah, I think you could do that.
That was not something that we were focused on, but I think that it is possible that if you came up with some measurements of what does it mean to tell a lie, because there's a spectrum, right?
If you're withholding some information, is that a lie?
If you're mostly telling the truth, but you forgot to mention this one action out of 10, is that a lie?
It's hard to draw the line, but if you're willing to do that, then you could possibly use it to...
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