Search Results for author: Raghav Awasthi

Found 2 papers, 1 papers with code

Learning Explainable Interventions to Mitigate HIV Transmission in Sex Workers Across Five States in India

no code implementations30 Nov 2020 Raghav Awasthi, Prachi Patel, Vineet Joshi, Shama Karkal, Tavpritesh Sethi

A bootstrapped, ensemble-averaged Bayesian Network structure was learned to quantify the factors that could maximize condom usage as revealed from the model.

Explainable Models Specificity

VacSIM: Learning Effective Strategies for COVID-19 Vaccine Distribution using Reinforcement Learning

1 code implementation14 Sep 2020 Raghav Awasthi, Keerat Kaur Guliani, Saif Ahmad Khan, Aniket Vashishtha, Mehrab Singh Gill, Arshita Bhatt, Aditya Nagori, Aniket Gupta, Ponnurangam Kumaraguru, Tavpritesh Sethi

We approach this problem by proposing a novel pipeline VacSIM that dovetails Deep Reinforcement Learning models into a Contextual Bandits approach for optimizing the distribution of COVID-19 vaccine.

Multi-Armed Bandits OpenAI Gym +2

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