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Proper Hat Guessing Number


The proper hat guessing number of a graph G is the largest number q of hat colors for which its vertices have a guaranteed winning guessing strategy when the adversary is restricted to proper vertex colorings. Each vertex sees only its neighbors' colors and guesses its own color using a rule fixed in advance. The guesses are simultaneous, and at least one must be correct for every allowed coloring (Adriaensen et al. 2026).

For the complete graph K_n the value is 2n-1, and for every tree with at least three vertices it is 4. Restricting the adversary to proper colorings distinguishes this invariant from the ordinary hat guessing number.

Protti (2026a, 2026b, 2026c, 2026d) reported values 8, 10, 12, and 14 for K_n-e with n=5, 6, 7, and 8, respectively. These attain the previously known upper bound 2n-2. The strategies were developed with GPT-5.6 Pro and accompanied by exact finite checks. The releases describe additional adversarial artifact reviews, but conventional peer review and proof assistant verification had not been reported as of Sep. 7, 2026. These cases do not resolve the entire family.


See also

Complete Graph, Graph Coloring, Tree

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References

Adriaensen, S.; Bentley, P.; Bishnoi, A.; Cames van Batenburg, W.; Kreiger, M.; van der Kuil, L.; Mandal, S.; Ramachandran, A.; and Tuite, J. "Hat Guessing with Proper Colorings." 5 Mar 2026. https://arxiv.org/abs/2603.04909.Protti, M. "The Proper Hat-Guessing Number of K_5-e." 2026a. https://github.com/matthewprotti/proper-hat-guessing-k5-minus-e.Protti, M. "The Proper Hat-Guessing Number of K_6-e." 2026b. https://github.com/matthewprotti/proper-hat-guessing-k5-minus-e/tree/8f36d8c82bea951ae2f0147ebc2e66ea2bd6432e.Protti, M. "The Proper Hat-Guessing Number of K_7-e." 2026c. https://github.com/matthewprotti/proper-hat-guessing-k5-minus-e/tree/39f7716c2d8f4e9a84963c45fd7b8b256bf7ac08.Protti, M. "The Proper Hat-Guessing Number of K_8-e." 2026d. https://github.com/matthewprotti/proper-hat-guessing-k5-minus-e/tree/bacb79e3201dcc59b57339181affda122db771ce.VibeMathed. "The Proper Hat-Guessing Number of K_8-e." 2026. https://vibemathed.com/problem/the-proper-hat-guessing-number-of-k-8-e.

Cite this as:

Weisstein, Eric W. "Proper Hat Guessing Number." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/ProperHatGuessingNumber.html

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