3 citations · 3 across the 2 of their papers we have counts for
3 papers
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…
cs.AI2021
Investment vs. reward in a competitive knapsack problem
Oren Neumann, Claudius Gros
Natural selection drives species to develop brains, with sizes that increase with the complexity of the tasks to be tackled. Our goal is to investigate the balance between the meta…