Automated algorithm design

Robusta

How we build robust-by-design algorithms

Heuristic algorithms power nearly every production system — from scheduling to routing to resource allocation — because exact solutions are intractable. Yet, when inputs deviate from the designers’ base assumptions, these heuristics can collapse and perform poorly. Robusta aims to close this gap and help operators create robust-by-design algorithms.

Robusta generalizes our prior work on MetaOpt, MetaEase*, and XPlain (opens in new tab) from analysis to design.

인원

Behnaz Arzani의 초상화

Behnaz Arzani

Principal Researcher

Pantea  Karimi Babaahmadi의 초상화

Pantea Karimi Babaahmadi

Research intern

MIT

Siva Kesava Reddy Kakarla의 초상화

Siva Kesava Reddy Kakarla

Senior Researcher

Pooria Namyar의 초상화

Pooria Namyar

Intern

University of Southern California

Venkat Arun의 초상화

Venkat Arun

Assistant Professor

UT Austin

Dany Rouhana의 초상화

Dany Rouhana

Principal ML Data Scientist