Guillaume Desjardins
8 papers · 2010–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏃 Academic Marathon (14)
🏃
Academic Marathon
(14)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(5)
🧬
Topic Evolution
📈
Trend Setter
🚀
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
Imitating Language via Scalable Inverse Reinforcement Learning
NIPS 2024
Behavior Priors for Efficient Reinforcement Learning
JMLR 2022
Entropic Desired Dynamics for Intrinsic Control
NIPS 2021
Reward is enough for convex MDPs
NIPS 2021
Information asymmetry in KL-regularized RL
ICLR 2019
Natural Neural Networks
NIPS 2015
On Tracking The Partition Function
NIPS 2011
Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann Machines
AISTATS 2010