How to pronounce“self play”in English

self play has this amazing property that it can surprise us

self play and to me the the motivation for that was always that we could then plug it into other domains but we saved that bat until later well in in fact I

with self play on on ibm's production line he had more

very self play has this amazing property that it can surprise us in truly novel

with self play in simulation so I think that transfer from simulation to the

this self play mechanism that you've inspired the world with by beating the

in self play context.

and you do self play that kind of self play.

so the this self play of quarks taking back to the beginning of our conversation a little bit you've there's so many exciting possibilities

ideas and I think self play will be one of those ideas I think that that is a

that a self play mechanism knows nothing about us humans discovers patterns that we humans do it's just I get an affirmation that we're doing we're doing

of Dota self play over 10 real time months again behind a lot of the game systems talk about they use self place so they play against each other.

the power of self play of just yeah I'm playing against you that I was like many other times just humbled of how little I know about what's possible you know yeah

I think fair enough self play is amazingly powerful and you know that's

well because in in a self play setting you still need a mediating mechanisms so the the reason that you know self play works for a board game is because the

another small idea do you think self play will be involved sort of like you've spoken about the powerful mechanism of self play where systems

but one of the criticisms of self play one of the criticisms are reinforcement

leap was this that that self play could achieve superhuman level performance in

know could you really do this with self play alone how far could that go would it be as strong and honestly we weren't sure yeah it was 50/50 I think you know

initially trained on expertise with some self play alphago zero removed the need

to build a system using self play and to us the human data right from the beginning was an expedient step to help us for

leap was this that that self play could achieve superhuman level performance

in a in a fully self discovered way purely from self play and to me the the

trained expert games with some self play alphago zero removed the need to be trained on expert games and then another incredible

of reinforcement learning or the self play approach that was used by alpha zero is it's the essence of creativity it's really saying at every

A little shout out to self play there.

because of the national process of self play, that's a fascinating process.

Many of the same approaches was self play iterative Monte Carlo and there's a bunch of ideas in terms of the abstractions.

I think Sam Shepard's "True West" is a divided self play.