Ryan Carey

6 papers · 2021–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

AAAI (5) UAI (1)

Top co-authors

Tom Everitt (6) Carolyn Ashurst (1) Shane Legg (1) James Fox (1) Pedro A. Ortega (1) Chris van Merwijk (1) Sebastian Farquhar (1) Lewis Hammond (1) Silvia Chiappa (1) Alessandro Abate (1)

Research topics

Artificial Intelligence (5) Core AI (5) Knowledge & Reasoning (3) Reasoning (3) Machine Learning (2) Application Areas (1) Learning Types (1) Optimization & Theory (1)

Keywords

causal inference (5) influence diagram (3) causal influence diagram (2) game theory (2) agent incentive (2) value of information (2) graphical model (2) reward hacking (1) counterfactual reasoning (1) structural causal model (1) fair machine learning (1) reward manipulation (1) discrimination detection (1) agent system (1) graphical criterion (1) human oversight (1) structural causal game (1) incentive alignment (1) safe agent (1) multi-agent influence diagram (1)

Papers

Reasoning about Causality in Games (Abstract Reprint) AAAI 2024 Human Control: Definitions and Algorithms UAI 2023 A Complete Criterion for Value of Information in Soluble Influence Diagrams AAAI 2022 Path-Specific Objectives for Safer Agent Incentives AAAI 2022 Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness AAAI 2022 Agent Incentives: A Causal Perspective AAAI 2021