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Nithia Vijayan
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 5
Top Topics
Policy Gradient
Asymptotic Analysis
Fluid Model
Risk Measures
Top Venues
CoRR
Syst. Control. Lett.
UAI
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Publications
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Nithia Vijayan
,
Prashanth L. A.
A policy gradient approach for optimization of smooth risk measures.
UAI
(2023)
Nithia Vijayan
,
Prashanth L. A.
Approximate gradient ascent methods for distortion risk measures.
CoRR
(2022)
Nithia Vijayan
,
Prashanth L. A.
Likelihood ratio-based policy gradient methods for distorted risk measures: A non-asymptotic analysis.
CoRR
(2021)
Nithia Vijayan
,
Prashanth L. A.
Smoothed functional-based gradient algorithms for off-policy reinforcement learning.
CoRR
(2021)
Nithia Vijayan
,
Prashanth L. A.
Smoothed functional-based gradient algorithms for off-policy reinforcement learning: A non-asymptotic viewpoint.
Syst. Control. Lett.
155 (2021)