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> Self-evaluation might be good enough in some domains? This works perfectly in games. e.g. Alpha Zero. In other domains, not so much.
by jgalt212 2y ago
> Self-evaluation might be good enough in some domains?
This works perfectly in games. e.g. Alpha Zero. In other domains, not so much.
- coffeebeqn 2y agoGames are closed systems. There’s no unknowns in the rule set or world state because the game wouldn’t work if there were. No unknown unknowns. Compare to physics or biology where we have no idea if we know 1% or 90% of the rules at this point.
- jgalt212 2y agoself-evaluation would still work great even where there are probabilistic and changing rule sets. The linchpin of the whole operation is automated loss function evaluation, not a set of known and deterministic rules. Once you have to pay and employ humans to compute loss functions, the scale falls apart.