Daniil Tiapkin
17 papers
· 2021–2025
· 5 conferences
· across top CS/AI conferences
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Conferences
ICML (6)
AISTATS (5)
COLT (2)
ICLR (2)
NIPS (2)
Top co-authors
Keywords
markov decision process
(4)
bayesian inference
(2)
posterior sampling
(2)
stochastic optimization
(2)
regret bound
(2)
probabilistic modeling
(1)
non-convex optimization
(1)
temporal difference learning
(1)
optimal transport
(1)
bayesian reinforcement learning
(1)
primal-dual optimization
(1)
sample complexity
(1)
distributed learning
(1)
policy learning
(1)
dirichlet process
(1)
regret minimization
(1)
computational complexity
(1)
policy optimization
(1)
gradient descent
(1)
policy evaluation
(1)
Papers
Generative Flow Networks as Entropy-Regularized RL
AISTATS 2024
Demonstration-Regularized RL
ICLR 2024
Primal-Dual Stochastic Mirror Descent for MDPs
AISTATS 2022