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cs.LG2024
AlphaZero Neural Scaling and Zipf's Law: a Tale of Board Games and Power Laws
Oren Neumann, Claudius Gros
Neural scaling laws are observed in a range of domains, to date with no universal understanding of why they occur. Recent theories suggest that loss power laws arise from Zipf's la…
cs.LG2022★ 3 cited
Scaling Laws for a Multi-Agent Reinforcement Learning Model
Oren Neumann, Claudius Gros
The recent observation of neural power-law scaling relations has made a significant impact in the field of deep learning. A substantial amount of attention has been dedicated as a…