Marcello Cirillo, Lars Karlsson and Alessandro Saffiotti
Human-Aware Planning for Robots Embedded in Ambient Ecologies
Pervasive and Mobile Computing, Volume 8, Issue 4 (Special Issue on Ambient Ecologies), August 2012, pp. 542 - 561.
Abstract: We address the issue of human-robot cohabitation in smart environments. In particular, the presence of humans in a robot's work space has a profound influence on how the latter should plan its actions. We propose the use of Human-Aware Planning, an approach in which the robot exploits the capabilities of a sensor-rich environment to obtain information about the (current and future) activities of the people in the environment, and plans its tasks accordingly. Here, we formally describe the planning problem behind our approach, we analyze its complexity and we detail the algorithm of our planner. We then show two application scenarios that could benefit from the techniques described. The first scenario illustrates the applicability of human-aware planning in a domestic setting, while the second one illustrates its use for a robotic helper in a hospital. Finally, we present a five hour-long test run in a smart home equipped with real sensors, where a cleaning robot has been deployed and where a human subject is acting. This test run in a real setting is meant to demonstrate the feasibility of our approach to human-robot interaction.
Keywords: Human-aware planning, Planning under uncertainty, Human-robot interaction, Planning in intelligent environments
Paper: [PDF (263kB)]
  AUTHOR = {Cirillo, Marcello and Karlsson, Lars and Saffiotti, Alessandro},
  TITLE = {Human-Aware Planning for Robots Embedded in Ambient Ecologies},
  JOURNAL = {Pervasive and Mobile Computing},
  YEAR = {2012},
  ISSUE = {2 (Special Issue on Ambient Ecologies)},
  VOLUME = {82},
  PAGES = {542--561},
  DOI = {10.1016/j.pmcj.2011.11.004}