Marcus Hutter
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But this single agent was able to play small games like Hoon Poker and Tic-Tac-Toe and even Pac-Man.
And it's the same architecture, no change.
The agent doesn't know the rules of the game.
really nothing all by self or by player with these environments.
Yeah, familiar with it.
He developed it while I was in his lab.
Yeah, so the Gödel Machine,
to explain it briefly.
You give it a task.
It could be a simple task as finding prime factors in numbers.
You can formally write it down.
There's a very slow algorithm to do that.
Just try all the factors.
Or play chess.
Optimally, you write the algorithm to minimax to the end of the game.
So you write down what the girdle machine should do.
then it will take part of its resources to run this program and other part of resources to improve this program.
And when it finds an improved version which provably
computes the same answer.
So that's the key part.