Martha White
58 papers
· 2010–2025
· 9 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(20)
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Cross-Pollinator
(14)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Academic Marathon
(15)
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Interdisciplinary Bridge
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Conference Polyglot
(9)
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Renaissance Researcher
(6)
π€
Dynamic Duo
(16)
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Triple Crown
π§¬
Topic Evolution
π
Keyword Champion
π
Grand Slam
π±
Topic Pioneer
π¬
Deep Specialist
(20)
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Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(10)
β‘
Prolific Year
(8)
ποΈ
Keyword Collector
(75)
π
Century Club
(58)
β
The Questioner
Conferences
NIPS (18)
ICML (12)
ICLR (8)
JMLR (8)
IJCAI (5)
AISTATS (3)
AAAI (2)
EMNLP (1)
UAI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(17)
off-policy learning
(8)
policy gradient
(6)
model-based reinforcement learning
(5)
value function
(4)
online learning
(4)
sample efficiency
(4)
recurrent neural network
(3)
policy evaluation
(3)
continual learning
(3)
temporal-difference learning
(3)
neural network
(3)
continuous state
(2)
replay buffer
(2)
temporal difference learning
(2)
representation learning
(2)
policy optimization
(2)
convex optimization
(2)
function approximation
(2)
importance sampling
(2)
Papers
Goal-Space Planning with Subgoal Models
JMLR 2024
Continual Auxiliary Task Learning
NIPS 2021
Planning with Expectation Models
IJCAI 2019
Incremental Truncated LSTD
IJCAI 2016
Convex Multi-view Subspace Learning
NIPS 2012
Generalized Optimal Reverse Prediction
AISTATS 2012