Akshat Kumar
24 papers
· 2010–2025
· 6 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(11)
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Cross-Pollinator
(14)
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Renaissance Researcher
(8)
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Academic Marathon
(15)
π£
Hot Topic Early Bird
π§
Keyword Pioneer
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Interdisciplinary Bridge
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Conference Polyglot
(6)
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Keyword Champion
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Grand Slam
ποΈ
Keyword Collector
(99)
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Century Club
(24)
π₯
Unstoppable
(5)
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Trend Setter
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Conference Pioneer
Conferences
AAAI (7)
IJCAI (6)
ICML (4)
NIPS (4)
AISTATS (2)
ICLR (1)
Top co-authors
Keywords
policy gradient
(4)
message passing
(3)
approximate inference
(3)
multi-agent system
(3)
reinforcement learning
(3)
policy optimization
(2)
collective graphical model
(2)
multi-agent reinforcement learning
(2)
graphical model
(2)
safe reinforcement learning
(2)
normalizing flow
(2)
policy learning
(2)
map inference
(2)
constraint satisfaction
(2)
constraint programming
(2)
graph representation learning
(1)
em algorithm
(1)
offline reinforcement learning
(1)
belief propagation
(1)
sample efficiency
(1)