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

TGE-viz: Transition Graph Embedding for Visualization of Plan Traces and Domains

Published in System Demonstration & Extended Abstract, ICAPS 2019, 2019

Recommended citation: Gopalakrishnan, S., & Kambhampati, S. (2019). TGE-viz: Transition Graph Embedding for Visualization of Plan Traces and Domains. In ICAPS System Demonstrations. https://icaps19.icaps-conference.org/demos/

Abstract

Visualizing high-dimensional search trees is challenging. TGE-viz embeds transition graphs into low-dimensional geometric manifolds to let human users explore, compare alternative plan branches, and debug domain definitions interactively.

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Recommended citation: Gopalakrishnan, S., & Kambhampati, S. (2019). TGE-viz: Transition Graph Embedding for Visualization of Plan Traces and Domains. In ICAPS System Demonstrations.