AlphaZero Neural Scaling and Zipf's Law: a Tale of Board Games and Power Laws

NeurIPSSpotlight2025

Authors: Oren Neumann, Claudius Gros
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Neural scaling laws are observed in a range of domains, to date with no universal understanding of why they occur…

Opening excerpt from the authors’ abstract. source

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Topics

scaling law

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