Edmund Durfee
5 papers · 2014–2020 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI Β· Artificial Intelligence
(4)
Machine Learning
(3)
Learning Types Β· Machine Learning
(3)
Reinforcement Learning
(2)
Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Core AI Β· Computer Vision
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
multi-agent system
(2)
active learning
(2)
game theory
(1)
decision theory
(1)
visual reasoning
(1)
markov decision process
(1)
constraint satisfaction
(1)
query learning
(1)
query optimization
(1)
recurrent neural network
(1)
autonomous agent
(1)
safety constraint
(1)
submodular function
(1)
emergent communication
(1)
active querying
(1)
knowledge elicitation
(1)
speaker-listener agent
(1)
blocks-world task
(1)
symbolic communication
(1)
safe policy
(1)
Papers
Modeling Probabilistic Commitments for Maintenance Is Inherently Harder than for Achievement
AAAI 2020
Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes
AAAI 2020
Learning to Communicate and Solve Visual Blocks-World Tasks
AAAI 2019
Commitment Semantics for Sequential Decision Making under Reward Uncertainty
IJCAI 2016
Characterizing EVOI-Sufficient k-Response Query Sets in Decision Problems
AISTATS 2014