Darius Muglich

4 papers · 2020–2025 · 4 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 (11) 🚀 Conference Pioneer

Venues

AACL (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Elise van der Pol (2) Jakob Foerster (2) Shimon Whiteson (2) Christian A Schroeder De Witt (1) Luisa M Zintgraf (1) Giuseppe Carenini (1) Jakob Nicolaus Foerster (1) Johannes Forkel (1) Grigorii Guz (1) Christian Schroeder de Witt (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Paradigms (2) Learning Types (2) Natural Language Processing (1) Reinforcement Learning (1) Applications (1) Core Methods (1) Understanding (1)

Keywords

zero-shot coordination (3) multi-agent system (2) symmetry breaking (2) policy training (1) markov game (1) multi-agent coordination (1) discourse coherence (1) rhetorical structure theory (1) tree-recursive neural network (1) cooperative ai (1) belief learning (1) equivariant network (1) decentralized partially observable markov decision process (1) ensemble learning (1) expected return symmetry (1) game theory (1) text classification (1)

Papers

Expected Return Symmetries ICLR 2025 Equivariant Networks for Zero-Shot Coordination NeurIPS 2022 Generalized Beliefs for Cooperative AI ICML 2022 Neural RST-based Evaluation of Discourse Coherence AACL 2020