23 citations · 38 across the 8 of their papers we have counts for
8 papers
Structured Reinforcement Learning for Bayesian Persuasion : Application to Intelligent Interactive Driving
Merlin Paul, Anup Aprem
Interactive driving, wherein an intelligent lead vehicle equipped with real-time traffic data coordinates route choices of connected vehicles, offers a promising approach to dynami…
Inverse Learning assisted V2I Communication for Intent Based 6G ISAC Vehicular Networks
Anoop C, Anup Aprem
6G is expected to bring unprecedented advancements in the capabilities of vehicular networks. However, the advent of 6G will also introduce changes in the operation of vehicular co…
Bayesian framework for characterizing cryptocurrency market dynamics, structural dependency, and volatility using potential field
Anoop C, Neeraj Negi, Anup Aprem
Identifying the structural dependence between the cryptocurrencies and predicting market trend are fundamental for effective portfolio management in cryptocurrency trading. In this…
A Bayesian optimization approach to compute the Nash equilibria of potential games using bandit feedback
Anup Aprem, Stephen J. Roberts
Computing Nash equilibria for strategic multi-agent systems is challenging for expensive black box systems. Motivated by the ubiquity of games involving exploitation of common reso…
Multiple Stopping Time POMDPs: Structural Results & Application in Interactive Advertising in Social Media
Vikram Krishnamurthy, Anup Aprem, Sujay Bhatt
This paper considers a multiple stopping time problem for a Markov chain observed in noise, where a decision maker chooses at most L stopping times to maximize a cumulative objecti…
Utility Change Point Detection in Online Social Media: A Revealed Preference Framework
Anup Aprem, Vikram Krishnamurthy
This paper deals with change detection of utility maximization behaviour in online social media. Such changes occur due to the effect of marketing, advertising, or changes in groun…
Engagement dynamics and sensitivity analysis of YouTube videos
Wiliam Hoiles, Anup Aprem, Vikram Krishnamurthy
YouTube, with millions of content creators, has become the preferred destination for watching videos online. Through the Partner program, YouTube allows content creators to monetiz…
Opportunistic Advertisement Scheduling in Live Social Media: A Multiple Stopping Time POMDP Approach
Vikram Krishnamurthy, Anup Aprem, Sujay Bhatt
Live online social broadcasting services like YouTube Live and Twitch have steadily gained popularity due to improved bandwidth, ease of generating content and the ability to earn…