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docs(research): split SO-ISMCTS into its own group in catalog

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ismcts-bc-ceiling-2026-05-11 was filed under "Other"; promote it to a
proper SO-ISMCTS section between Deep CFR and Engine/Performance so the
catalog actually reflects the project's two algorithm families. As more
ISMCTS notes accrue they have an obvious home.
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coolguy
2026-05-12 00:22:10 +09:00
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@@ -30,6 +30,10 @@ the workflow document for deciding where new documentation belongs.
- [Regret-matching all-negative fallback](regret-matching-fallback.md) — Keeps uniform as the safe default while documenting argmax-tiebreak's unsettled early-training effects. (2026-05-07) - [Regret-matching all-negative fallback](regret-matching-fallback.md) — Keeps uniform as the safe default while documenting argmax-tiebreak's unsettled early-training effects. (2026-05-07)
- [Strategy memory recording location](strategy-memory-location.md) — Concludes traverser-node strategy samples are fine for outcome sampling, but external sampling needs OpenSpiel flags. (2026-05-07) - [Strategy memory recording location](strategy-memory-location.md) — Concludes traverser-node strategy samples are fine for outcome sampling, but external sampling needs OpenSpiel flags. (2026-05-07)
## SO-ISMCTS
- [SO-ISMCTS BC ceiling](ismcts-bc-ceiling-2026-05-11.md) — Finds behavior cloning remains the ceiling under current search and compute budgets. (2026-05-11)
## Engine / Performance ## Engine / Performance
- [Classic game port architecture](classic-port-notes.md) — Describes the standalone Cython classic engine as the stable rules layer for all consumers. (2026-05-08) - [Classic game port architecture](classic-port-notes.md) — Describes the standalone Cython classic engine as the stable rules layer for all consumers. (2026-05-08)
@@ -38,6 +42,5 @@ the workflow document for deciding where new documentation belongs.
## Other ## Other
- [SO-ISMCTS BC ceiling](ismcts-bc-ceiling-2026-05-11.md) — Finds behavior cloning remains the ceiling under current search and compute budgets. (2026-05-11)
- [Julia port evaluation](julia_port_evaluation.md) — Rejects a full Julia port for now because GPU MLP inference misses the threshold. (2026-05-10) - [Julia port evaluation](julia_port_evaluation.md) — Rejects a full Julia port for now because GPU MLP inference misses the threshold. (2026-05-10)
- [Test coverage strategy for Python and Cython modules](test-coverage-notes.md) — Recommends Python-first coverage and isolated Cython tracing to protect performance artifacts. (2026-05-08) - [Test coverage strategy for Python and Cython modules](test-coverage-notes.md) — Recommends Python-first coverage and isolated Cython tracing to protect performance artifacts. (2026-05-08)