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arXiv · 2410.19189

Reinforcement Learning the Chromatic Symmetric Function

Gergely Bérczi·Jonas Klüver
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Abstract

We propose a conjectural counting formula for the coefficients of the chromatic symmetric function of unit interval graphs using reinforcement learning. The formula counts specific disjoint cycle-tuples in the graphs, referred to as Eschers, which satisfy certain concatenation conditions. These conditions are identified by a reinforcement learning model and are independent of the particular unit interval graph, resulting a universal counting expression.

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Gergely Bérczi, Jonas Klüver. 2024-10-24. Reinforcement Learning the Chromatic Symmetric Function. https://arxiv.org/abs/2410.19189

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