12 citations · 51 across the 14 of their papers we have counts for
14 papers
Building Resilience to Climate Driven Extreme Events with Computing Innovations: A Convergence Accelerator Report
Elizabeth Bradley, Chandra Krintz, Melanie Moses
In 2022, the National Science Foundation (NSF) funded the Computing Research Association (CRA) to conduct a workshop to frame and scope a potential Convergence Accelerator research…
Frontiers in Collective Intelligence: A Workshop Report
Tyler Millhouse, Melanie Moses, Melanie Mitchell
In August of 2021, the Santa Fe Institute hosted a workshop on collective intelligence as part of its Foundations of Intelligence project. This project seeks to advance the field o…
Frontiers in Evolutionary Computation: A Workshop Report
Tyler Millhouse, Melanie Moses, Melanie Mitchell
In July of 2021, the Santa Fe Institute hosted a workshop on evolutionary computation as part of its Foundations of Intelligence in Natural and Artificial Systems project. This pro…
LoCUS: A multi-robot loss-tolerant algorithm for surveying volcanic plumes
John Erickson, Abhinav Aggarwal, G. Matthew Fricke +1
Measurement of volcanic CO2 flux by a drone swarm poses special challenges. Drones must be able to follow gas concentration gradients while tolerating frequent drone loss. We prese…
On the Minimal Set of Inputs Required for Efficient Neuro-Evolved Foraging
John Erickson, Abhinav Aggarwal, Melanie E. Moses
In this paper, we perform an ablation study of \neatfa, a neuro-evolved foraging algorithm that has recently been shown to forage efficiently under different resource distributions…
A Most Irrational Foraging Algorithm
Abhinav Aggarwal, William F. Vining, Diksha Gupta +2
We present a foraging algorithm, GoldenFA, in which search direction is chosen based on the Golden Ratio. We show both theoretically and empirically that GoldenFA is more efficient…