Nithia Vijayan | DeepAI

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Prashanth L. A.
22 publications

research

∙ 02/22/2022

Approximate gradient ascent methods for distortion risk measures

We propose approximate gradient ascent algorithms for risk-sensitive rei...

0 Nithia Vijayan, et al. ∙

research

∙ 07/09/2021

Likelihood ratio-based policy gradient methods for distorted risk measures: A non-asymptotic analysis

We propose policy-gradient algorithms for solving the problem of control...

0 Nithia Vijayan, et al. ∙

research

∙ 01/06/2021

Smoothed functional-based gradient algorithms for off-policy reinforcement learning

We consider the problem of control in an off-policy reinforcement learni...

0 Nithia Vijayan, et al. ∙