Geometry-aware MCTS with incremental constraint updates and symmetry pruning yields new best-known configurations for five of six tested combinatorial geometry problems, including ~1.8n points for Max-N3IL on grids 82-119.
Progress in the no-three-in-line-problem
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Derives exact values and asymptotic bounds on the maximum and minimum densities of k-in-a-row avoiding configurations on Z^2 and [k]^d.
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Geometry-Aware MCTS for Extremal Problems in Combinatorial Geometry
Geometry-aware MCTS with incremental constraint updates and symmetry pruning yields new best-known configurations for five of six tested combinatorial geometry problems, including ~1.8n points for Max-N3IL on grids 82-119.