Alexey Naumov
19 papers
· 2020–2026
· 7 conferences
· across top CS/AI conferences
Achievements
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(8)
🤝
Dynamic Duo
(15)
🏆
Grand Slam
🏆
Keyword Champion
(3)
⚡
Prolific Year
(7)
💎
Century Club
(17)
🗃️
Keyword Collector
(90)
🔥
Unstoppable
(6)
Conferences
NIPS (8)
COLT (3)
AAAI (2)
ICLR (2)
ICML (2)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
temporal difference learning
(5)
linear stochastic approximation
(5)
polyak-ruppert averaging
(4)
markovian noise
(3)
markov decision process
(3)
bayesian inference
(2)
stochastic approximation
(2)
convergence rate
(2)
generative adversarial network
(2)
two-timescale stochastic approximation
(2)
policy evaluation
(2)
posterior sampling
(2)
regret bound
(2)
density estimation
(1)
reinforcement learning
(1)
convex optimization
(1)
transfer learning
(1)
matrix decomposition
(1)
stochastic optimization
(1)
probabilistic modeling
(1)
Papers
Generative Flow Networks as Entropy-Regularized RL
AISTATS 2024
Demonstration-Regularized RL
ICLR 2024