Sriram Gopalakrishnan, Ph.D.

Sriram Gopalakrishnan, Ph.D.

AI Research Lead at J.P. Morgan Chase | Sequential-Decision Making Problems, Human-AI Interaction, & Generative AI

Goal Recognition via Model-based and Model-free Techniques

Published in ICAPS Workshop on Planning for Financial Services (FinPlan 2020), 2020

Recommended citation: Borrajo, D., Gopalakrishnan, S., & Potluru, V. (2020). Goal Recognition via Model-based and Model-free Techniques. In ICAPS FinPlan Workshop. https://arxiv.org/abs/2010.09876

Abstract

Goal recognition allows proactive financial assistance. We compare and integrate symbolic plan recognition with recurrent neural network sequence classifiers to predict client financial trajectories under sparse observations.

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Recommended citation: Borrajo, D., Gopalakrishnan, S., & Potluru, V. (2020). Goal Recognition via Model-based and Model-free Techniques. In ICAPS FinPlan Workshop.