Designing the HRTeam Framework: Lessons Learned from a Rough-’N-Ready Human/Multi-Robot Team

نویسندگان

  • Elizabeth Sklar
  • A. Tuna Ozgelen
  • J. Pablo Munoz
  • Joel Gonzalez
  • Mark Manashirov
  • Susan L. Epstein
  • Simon Parsons
چکیده

In this workshop paper, we share the design and on-going implementation of our HRTeam framework, which is constructed to support multiple robots working with a human operator in a dynamic environment. The team is comprised of one human plus a heterogeneous set of inexpensive, limited-function robots. Although each individual robot has restricted mobility and sensing capabilities, together the team members constitute a multi-function, multi-robot facility. We describe low-level system architecture details and explain how we have integrated a popular robotic control and simulation environment into our framework to support application of multi-agent techniques in a hardware-based environment. We highlight lessons learned regarding the integration of multiple varying robot platforms into our system, from both hardware and software perspectives. Our aim is to generate discussion amongst multirobot researchers concerning issues that are of particular interest and present particular difficulties to the Multi-Robot Systems community.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

HRTeam: a framework to support research on human/multi-robot interaction

The HRTeam framework supports research on discovering and evaluating methods for addressing a range of issues in human/multi-robot team interaction. Three sample tasks illustrate the methods currently being investigated: mission selection, dictated by a human operator; collision avoidance, taught by a human trainer; and targeted exploration, jointly achieved with a human collaborator. Physical ...

متن کامل

From Autonomy to Cooperative Traded Control of Humanoid Manipulation Tasks with Unreliable Communication - Applications to the Valve-turning Task of the DARPA Robotics Challenge and Lessons Learned

In this paper, we present our system design, operational procedure, testing process, field results, and lessons learned for the valve-turning task of the DARPA Robotics Challenge (DRC). We present a software framework for cooperative traded control that enables a team of operators to control a remote humanoid robot over an unreliable communication link. Our system, composed of software modules ...

متن کامل

Learning from Demonstration in Spatial Exploration

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 cru...

متن کامل

Effective Mechatronic Models and Methods for Implementation an Autonomous Soccer Robot

  Omni directional mobile robots have been popularly employed in several applications especially in soccer player robots considered in Robocup competitions. However, Omni directional navigation system, Omni-vision system and solenoid kicking mechanism in such mobile robots have not ever been combined. This situation brings the idea of a robot with no head direction into existence, a comprehensi...

متن کامل

Perturbation Training for Human-Robot Teams

In this work, we design and evaluate a computational learning model that enables a human-robot team to co-develop joint strategies for performing novel tasks that require coordination. The joint strategies are learned through “perturbation training,” a human team-training strategy that requires team members to practice variations of a given task to help their team generalize to new variants of ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011