Assaf Hallak
8 papers
· 2015–2025
· 5 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(5)
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Academic Marathon
(10)
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Cross-Pollinator
(10)
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Topic Evolution
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Grand Slam
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Trend Setter
Conferences
ICML (3)
NIPS (2)
AAAI (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(3)
tree search
(2)
off-policy learning
(2)
policy evaluation
(1)
off-policy evaluation
(1)
object detection
(1)
model-based learning
(1)
autonomous driving
(1)
markov decision process
(1)
value function
(1)
model-based reinforcement learning
(1)
distribution shift
(1)
value estimation
(1)
stationary distribution
(1)
regret bound
(1)
bias reduction
(1)
confidence bound
(1)
deep q-network
(1)
breadth-first search
(1)
planning horizon
(1)
Papers
Policy Gradient with Tree Expansion
ICML 2025
Reinforcement Learning with a Terminator
NIPS 2022
Consistent On-Line Off-Policy Evaluation
ICML 2017