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Created 17 days ago · Updated 11 days ago

Self-state pools#

Status: adopted

Collection mixes two seats: one hand seat, one net seat, so training contains the boards the net itself reaches.

Shared vocabulary in Glossary. This page adds:

Term Meaning
Self-state A board produced by the net's own play, as opposed to the hand's.

The hypothesis#

A distilled net is only as good as its accuracy on the states it is asked to evaluate, and those are the states its own play generates. Training only on hand-generated states leaves exactly those boards out of distribution.

What happened#

Output spread restored to parity and the height tilt disappeared on self-states. Strength jumped from 25% to 36% in one step. The recipe also closed the gap between label variants: with self-states in the pool, static-label and lookahead-label nets converged.

The verdict#

Adopted. Every pool after it was mixed-seat. The base label is the board-static recipe.

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