Ankit Gupta
speaker
237 appearances
1 recordings
1 series
first heard Jul 2026
last heard 17 Jul
Ankit Gupta’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in Jul 2026 with 1.
Appearances
Although at the same time, you know, everyone starts at the same starting position.
And while it is a really large space, you know, there isn't an infinity number of potential.
There's actually a really small number of game boards, even four moves into the game.
Right.
as opposed to a game where you could start in any permutation, for example, of an initial game state and what a few states down look like.
So it's a good amount bigger than chess.
But it's still not enormous.
Yeah.
As we'll see in a second.
Rollout refers to a taking end steps of play of all players.
One after another.
Yeah.
of moves under a specific policy at the particular instantiation of it.
Yeah, so let's very intuitively talk about what MCTS does.
A lot of people have heard about Monte Carlo tree search because AlphaGo was such a big moment.
How exactly does that map into our star and value function and policy?
So this tree can get really big, right?
It's 361 per thing.
So you can't visit every single leaf node.
and if it's highly valued then we're going to increase the q on this because this is the expected value of going down this this this yeah so the gist of it is fundamentally like you want to take the optimal ish path but have enough exploration in this really expensive uh step you're doing here so that you are making sure you're getting a decent chunk of the other potential
Showing 61–80 of 237 · page 4 of 12
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