Arrow Research search

Author name cluster

Arif Ozgelen

Possible papers associated with this exact author name in Arrow. This page groups case-insensitive exact name matches and is not a full identity disambiguation profile.

2 papers
1 author row

Possible papers

2

AAAI Conference 2011 Conference Paper

Approaches to Multi-Robot Exploration and Localization

  • Arif Ozgelen
  • Michael Costantino
  • Adiba Ishak
  • Moses Kingston
  • Diquan Moore
  • Samuel Sanchez
  • J. Munoz
  • Simon Parsons

We present approaches to several fundamental tasks in multirobot team-based exploration and localization, based on student projects developed in the past year.

AAAI Conference 2011 Conference Paper

Learning from Demonstration in Spatial Exploration

  • J. Munoz
  • Arif Ozgelen
  • Elizabeth Sklar

We present the initial stage of our research on Learning from Demonstration algorithms. We have implemented an algorithm based on Confident Execution, one of the components of the Confidence-Based Autonomy algorithm developed by Chernova and Veloso. Our preliminary experiments were conducted first in simulation and then using a Sony AIBO ERS-7 robot. So far, our robot has been able to learn crude navigation strategies, despite limited trials. We are currently working on improving our implementation by including additional features that describe more broadly the state of the agent. Our long term goal is to incorporate Learning from Demonstration techniques in our HRTeam (human/multi-robot) framework.