Ryan D'Orazio

5 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) ICLR (2) IJCAI (1)

Top co-authors

Marc Lanctot (3) Samuel Sokota (3) Michael Bowling (2) Ioannis Mitliagkas (2) Russell Greiner (1) J Zico Kolter (1) Elnaz Davoodi (1) Junhyung Lyle Kim (1) Neil Burch (1) Dustin Morrill (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Reinforcement Learning (2) Methods (2) Optimization & Theory (2) Deep Learning (1) Healthcare & Medicine (1) Mathematics & Optimization (1) Applications (1) Clinical (1) Learning Types (1) Optimization (1)

Keywords

counterfactual regret minimization (2) extensive-form game (2) reinforcement learning (1) temporal difference learning (1) game theory (1) variational inequality (1) uncertainty quantification (1) survival analysis (1) approximate policy iteration (1) patient-specific prediction (1) surrogate loss (1) convergence guarantee (1) zero-sum game (1) quantal response equilibrium (1) prediction interval (1) correlated equilibrium (1) min-max optimization (1) individual survival distribution (1) common-payoff game (1) bayesian action decoder (1)

Papers

Solving hidden monotone variational inequalities with surrogate losses ICLR 2025 A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games ICLR 2023 Hindsight and Sequential Rationality of Correlated Play AAAI 2021 Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021 Simultaneous Prediction Intervals for Patient-Specific Survival Curves IJCAI 2019