Sarvapali Ramchurn
5 papers · 2013–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (7) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (9) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
AAAI (2)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(1)
reward modeling
(1)
hybrid algorithm
(1)
multiple instance learning
(1)
agent interaction
(1)
trajectory analysis
(1)
interpretable model
(1)
temporal dependency
(1)
search space
(1)
coalition structure generation
(1)
non-markovian reward
(1)
team formation
(1)
network metric
(1)
teamwork value
(1)
team performance prediction
(1)
optimal coalition
(1)
subspace shrinking
(1)
reward modelling
(1)
trajectory label
(1)
Papers
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
NIPS 2022
Model Agnostic Interpretability for Multiple Instance Learning
ICLR 2022
Learning the Value of Teamwork to Form Efficient Teams
AAAI 2020
ODSS: Efficient Hybridization for Optimal Coalition Structure Generation
AAAI 2020
C-Link: A Hierarchical Clustering Approach to Large-Scale Near-Optimal Coalition Formation
IJCAI 2013