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math.CO2026
Flow-based Extremal Mathematical Structure Discovery
Gergely Bérczi, Baran Hashemi, Jonas Klüver
The discovery of extremal structures in mathematics requires navigating vast and nonconvex landscapes where analytical methods offer little guidance and brute-force search becomes…
math.CO2024
Reinforcement Learning the Chromatic Symmetric Function
Gergely Bérczi, Jonas Klüver
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…