Guillaume Desjardins
8 papers
· 2010–2024
· 4 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(26)
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Interdisciplinary Bridge
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(4)
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Academic Marathon
(14)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
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Topic Evolution
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Trend Setter
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Conference Pioneer
Conferences
NIPS (5)
AISTATS (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
restricted boltzmann machine
(2)
representation learning
(2)
sequence modeling
(1)
probabilistic modeling
(1)
imitation learning
(1)
variational inference
(1)
convex optimization
(1)
skill discovery
(1)
fenchel duality
(1)
inverse reinforcement learning
(1)
reinforcement learning from human feedback
(1)
markov chain monte carlo
(1)
hierarchical reinforcement learning
(1)
markov decision process
(1)
partition function
(1)
transfer learning
(1)
apprenticeship learning
(1)
natural gradient descent
(1)
reward function
(1)
reinforcement learning
(1)
Papers
Reward is enough for convex MDPs
NIPS 2021
Natural Neural Networks
NIPS 2015
On Tracking The Partition Function
NIPS 2011