Yoav Kolumbus

6 papers · 2019–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🏆 Keyword Champion (2)

Venues

NeurIPS (4) AAAI (1) IJCAI (1)

Top co-authors

David C. Parkes (2) Sarah Keren (2) Lucy Liu (2) Mira Finkelstein (2) Noam Nisan (2) Inbal Talgam-Cohen (1) Jeffrey S. Rosenshein (1) S. Matthew Weinberg (1) Nitsan levy (1) Jon Schneider (1)

Research topics

Artificial Intelligence (6) Core AI (6) Mathematics & Optimization (3) Optimization (3) Knowledge & Reasoning (2) Machine Learning (2) Optimization & Theory (2) Reasoning (2) Deep Learning (1) Reinforcement Learning (1) Architectures (1) Learning Types (1) Methods (1)

Keywords

game theory (3) reinforcement learning (2) formal methods (2) repeated game (2) learning agent (2) policy explanation (2) adversarial scheduling (1) formal verification (1) markov decision process (1) regret minimization (1) strategic behavior (1) no-regret learning (1) market equilibrium (1) strategic interaction (1) formal abstraction (1) no-regret algorithm (1) model explanation (1) contract theory (1) model transform (1) principal-agent problem (1)

Papers

Contracting with a Learning Agent NeurIPS 2024 Asynchronous Proportional Response Dynamics: Convergence in Markets with Adversarial Scheduling NeurIPS 2023 Explainable Reinforcement Learning via Model Transforms NeurIPS 2022 How and Why to Manipulate Your Own Agent: On the Incentives of Users of Learning Agents NeurIPS 2022 Reinforcement Learning Explainability via Model Transforms (Student Abstract) AAAI 2022 Neural Networks for Predicting Human Interactions in Repeated Games IJCAI 2019