Highly Mobile Robotic Platforms for Semantic Scene Understanding

Abstract

APPROVED FOR PUBLIC RELEASEAbstractHighly mobile robotic platforms open up new opportunities to explore how humans and autonomous sy,stems interact. Quadruped robots, recently available commercially, offer a middle ground of mobility between high cargo capacity, hi,gh endurance ground vehicles and fast, but very limited cargo and endurance aerial vehicles. By equipping a highly capable platform,with multiple types of sensors, including visual, thermal, and depth measurements, research into new ways of integrating human and r,obotic teammates can be conducted. In particular, we wish to investigate three main areas: semantic scene understanding, where senso,r responses are used to reason about the scene beyond basic items such as obstacle avoidance, humanaware coordination, where a robot,s advanced sensor information is used to guide human partners, and humanaware communication, where a robot sends or does not send in,formation based on the expected needs of its human partners. These platforms will enable a very wide range of robotics research at,the undergraduate, graduate, and postdoctoral level, in concert with other robotics resources at UCSC.

Document Details

Document Type
DoD Grant Award
Publication Date
Apr 01, 2022
Source ID
N000142212290

Entities

People

  • Steve McGuire

Organizations

  • Office of Naval Research
  • United States Navy
  • University of California, Santa Cruz

Tags

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Robotics and Automation.
  • Unmanned Aerial System (UAS) Autonomous Capabilities and Mission Reconnaissance.

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • AI & ML - DoD AI Strategy
  • Autonomy