R Srikant
4 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (10)
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Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (1)
L4DC (1)
Top co-authors
Keywords
regret bound
(3)
reinforcement learning
(1)
model misspecification
(1)
policy learning
(1)
gradient descent
(1)
linear function approximation
(1)
stochastic shortest path
(1)
multi-armed bandit
(1)
contextual bandit
(1)
sublinear regret
(1)
training dynamics
(1)
stationary policy
(1)
overparameterized neural network
(1)
linear markov decision process
(1)
lyapunov analysis
(1)
budget-constrained optimization
(1)
stochastic optimization
(1)
linear minimum mean-square error
(1)
Papers
Improved Algorithms for Misspecified Linear Markov Decision Processes
AISTATS 2022
Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation
ICML 2022
The Dynamics of Gradient Descent for Overparametrized Neural Networks
L4DC 2021
Budget-Constrained Bandits over General Cost and Reward Distributions
AISTATS 2020