Prashant Reddy — accepted AI-conference papers

2021

Non-Parametric Stochastic Sequential Assignment With Random Arrival Times

Danial Dervovic, Parisa Hassanzadeh, Samuel Assefa, Prashant Reddy

IJCAI 2021poster

We consider a problem wherein jobs arrive at random times and assume random values. Upon each job arrival, the decision-maker must decide immediately whether or not to accept the job and gain the value on offer as a reward, with the constraint that they may only accept at most n jobs over some refer…

Cited by 6 Source ↗PDF ↗Scholar ↗

2020

Calibration of Shared Equilibria in General Sum Partially Observable Markov Games

Nelson Vadori, Sumitra Ganesh, Prashant Reddy, Manuela M. Veloso

NeurIPS 2020poster

Training multi-agent systems (MAS) to achieve realistic equilibria gives us a useful tool to understand and model real-world systems. We consider a general sum partially observable Markov game where agents of different types share a single policy network, conditioned on agent-specific information. T…

Cited by 17 Source ↗PDF ↗Scholar ↗