Dr. Noam Brown
Research Scientist (Reasoning & Search Lead)
Verified Proof of Work Artifacts
2 items catalogedEach artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Dr. Noam Brown. Every entry undergoes editorial source verification.
Human-level Play in the Game of Diplomacy with Open-Source CICERO
Lead author of the landmark Science 2022 paper creating CICERO, which combined strategic reasoning (piKL planning algorithm) with dialogue generation to negotiate, coordinate, and achieve human-level play in full-game Diplomacy.
Dialogue filtering requires strict truthfulness classifiers to prevent strategic hallucinations that violate game rules.
Superhuman AI for Multiplayer Poker: Pluribus
Developed Pluribus, the first AI to defeat elite human professionals in six-player no-limit Texas hold'em, demonstrating that depth-limited search with real-time belief distribution solving can scale to high-dimensional imperfect information.
Imperfect information equilibrium computation is computationally expensive for state spaces exceeding billions of action sequences.