Esther Derman
7 papers
· 2019–2025
· 5 conferences
· across top CS/AI conferences
Achievements
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Conference Polyglot
(5)
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Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(11)
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Academic Marathon
(6)
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Cross-Pollinator
(10)
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Conference Pioneer
Conferences
ICLR (2)
NIPS (2)
AAAI (1)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
robust markov decision process
(3)
policy gradient
(2)
model misspecification
(1)
robust reinforcement learning
(1)
markov decision process
(1)
value function
(1)
policy iteration
(1)
reward function
(1)
uncertainty set
(1)
deep q-network
(1)
safe exploration
(1)
frequency regularization
(1)
non-rectangular uncertainty
(1)
uncertainty robust bellman equation
(1)
regularized mdp
(1)
policy visitation
(1)
worst occupation measure
(1)
robust q-value
(1)
robust optimization
(1)
rectangular robustness
(1)