Georg Ostrovski
13 papers
· 2016–2024
· 5 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(20)
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Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(5)
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Academic Marathon
(8)
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Cross-Pollinator
(8)
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Renaissance Researcher
(5)
π§¬
Topic Evolution
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Century Club
(13)
β
The Questioner
π
Trend Setter
Conferences
ICML (4)
NIPS (4)
ICLR (3)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
distributional reinforcement learning
(3)
deep reinforcement learning
(3)
sparse reward
(2)
quantile regression
(2)
exploration bonus
(2)
policy optimization
(1)
image generation
(1)
representation learning
(1)
policy learning
(1)
convergence analysis
(1)
offline reinforcement learning
(1)
dynamic programming
(1)
function approximation
(1)
variance reduction
(1)
passive learning
(1)
stochastic approximation
(1)
density models
(1)
value estimation
(1)
temporal difference
(1)
policy gradient
(1)
Papers
Quantile Credit Assignment
ICML 2023
When should agents explore?
ICLR 2022
The Phenomenon of Policy Churn
NIPS 2022