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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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2 results for “KataGo”

Adversarial Policies Beat Superhuman Go AIscs.LG

Adversarial policies beat superhuman Go AI systems.

problem Vulnerability of superhuman AI systems to adversarial attacks.

method Training adversarial policies to trick KataGo into making blunders.

result Adversarial policies achieve >97% win rate against KataGo at superhuman settings.

Go AI Adversarial attack Superhuman performance Blunder exploitation Vulnerability

2022-11-01abs ↗pdf ↗

Accelerating Self-Play Learning in Gocs.LG

KataGo accelerates Go self-play learning by 50x.

problem Efficiently learning in large state spaces like Go.

method Improved AlphaZero process and architecture.

result 50x reduction in computation time.

Go self-play Monte Carlo tree search KataGo AlphaZero

2019-02-27abs ↗pdf ↗