Raphael Koster

5 papers · 2018–2023 · 4 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18)

🏆 Grand Slam 👥 Mega-Team · Squad 🧭 Keyword Pioneer

Venues

NeurIPS (2) AAAI (1) ICLR (1) ICML (1)

Top co-authors

Thore Graepel (2) Ulrich Paquet (1) Dharshan Kumaran (1) Iain Dunning (1) Peter Sunehag (1) Krishnamurthy Dvijotham (1) Yusuf Aytar (1) Adrià Puigdomènech Badia (1) Stephanie Winkler (1) Martin Chadwick (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (4) Learning Types · Machine Learning (4) Deep Learning (2) Reinforcement Learning (2) Methods (2) Application Areas (1) Applications (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

social dilemma (2) multi-agent reinforcement learning (2) few-shot learning (1) decision making (1) uncertainty quantification (1) multimodal learning (1) video understanding (1) ai safety (1) episodic memory (1) machine learning (1) selective prediction (1) human-ai collaboration (1) markov game (1) evaluation benchmark (1) deferral learning (1) learning to defer (1) human-ai interaction (1) memory network (1) external memory (1) adaptive retrieval (1)

Papers

Perception Test: A Diagnostic Benchmark for Multimodal Video Models NeurIPS 2023 Role of Human-AI Interaction in Selective Prediction AAAI 2022 Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot ICML 2021 MEMO: A Deep Network for Flexible Combination of Episodic Memories ICLR 2020 Inequity aversion improves cooperation in intertemporal social dilemmas NeurIPS 2018