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20152022
most citedOpportunistic Advertisement Scheduling in Live Social Media: A Multiple Stopping Time POMDP Approach

3 citations · 7 across the 11 of their papers we have counts for

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cs.LG2022★ 1 cited

Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path

Muhammad Aneeq uz Zaman, Alec Koppel, Sujay Bhatt +1

We consider online reinforcement learning in Mean-Field Games (MFGs). Unlike traditional approaches, we alleviate the need for a mean-field oracle by developing an algorithm that a…

cs.LG2020

Policy Gradient using Weak Derivatives for Reinforcement Learning

Sujay Bhatt, Alec Koppel, Vikram Krishnamurthy

This paper considers policy search in continuous state-action reinforcement learning problems. Typically, one computes search directions using a classic expression for the policy g…