Mark Beliaev

3 papers · 2021–2025 · 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 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ICML (1) IJCAI (1)

Top co-authors

Ramtin Pedarsani (3) Dorsa Sadigh (2) Andy Shih (1) Stefano Ermon (1) Woodrow Z. Wang (1) Daniel A. Lazar (1) Erdem Bıyık (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Reinforcement Learning (2) Learning Types (2) Methods (2) Mathematics & Optimization (1) Learning Paradigms (1) Optimization (1)

Keywords

imitation learning (2) maximum entropy (1) game theory (1) policy learning (1) inverse reinforcement learning (1) expertise estimation (1) robotic control (1) multi-agent game (1) coordination game (1) prosocial behavior (1) peer-rewarding mechanism (1) general-sum game (1) suboptimal demonstration (1) multi-agent system (1) demonstrator expertise (1) expert estimation (1) demonstrator modeling (1) reinforcement learning (1) reward bia (1)

Papers

Inverse Reinforcement Learning by Estimating Expertise of Demonstrators AAAI 2025 Imitation Learning by Estimating Expertise of Demonstrators ICML 2022 Emergent Prosociality in Multi-Agent Games Through Gifting IJCAI 2021