3 papers
cs.MA2026
Entropy-Augmented Multi-Objective Policy Optimization in Multiagent Systems
Jamie Santos, Ayhan Alp Aydeniz, Raghav Thakar +1
Autonomous agent teams deployed in settings such as marine and extraterrestrial outposts must coordinate actions to achieve optimal outcomes across multiple competing objectives. M…
cs.RO2023
Unsupervised Change Detection for Space Habitats Using 3D Point Clouds
Jamie Santos, Holly Dinkel, Julia Di +5
This work presents an algorithm for scene change detection from point clouds to enable autonomous robotic caretaking in future space habitats. Autonomous robotic systems will help…
cs.RO2023
Multi-Agent 3D Map Reconstruction and Change Detection in Microgravity with Free-Flying Robots
Holly Dinkel, Julia Di, Jamie Santos +6
Assistive free-flyer robots autonomously caring for future crewed outposts -- such as NASA's Astrobee robots on the International Space Station (ISS) -- must be able to detect day-…