Dynamically Formed Heterogeneous Robot Teams Performng Tightly Coordinated Tasks

نویسندگان

  • E. Gil Jones
  • Brett Browning
  • M. Bernardine Dias
  • Brenna Argall
  • Manuela M. Veloso
  • Anthony Stentz
  • Manuela Veloso
چکیده

As we progress towards a world where robots play an integral role in society, a critical problem that remains to be solved is the Pickup Team Challenge; that is, dynamically formed heterogeneous robot teams executing coordinated tasks where little information is known a priori about the tasks, the robots, and the environments in which they will operate. Successful solutions to forming pickup teams will enable researchers to experiment with larger numbers of robots and enable industry to efficiently and cost-effectively integrate new robot technology with existing legacy teams. In this paper, we define the challenge of pickup teams and propose the treasure hunt domain for evaluating the performance of pickup teams. Additionally, we describe a basic implementation of a pickup team that can search and discover treasure in a previously unknown environment. We build on prior approaches in market-based task allocation and plays for synchronized task execution, to allocate roles amongst robots in the pickup team, and to execute synchronized team actions to accomplish the treasure hunt task.

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

Dynamic Heterogeneous Robot Teams Engaged in Adversarial Tasks

As we progress towards a world where robots play an integral role, a critical problem that remains to be solved is that of dynamically formed heterogeneous robot teams where little information is known a-priori about the tasks, the robots, and the environments in which they will operate. We define this challenge as the Pickup Team Challenge. Successful solutions to forming pickup teams will ena...

متن کامل

Dynamically Formed Human-Robot Teams Performing Coordinated Tasks

In this new era of space exploration where human-robot teams are envisioned maintaining a long-term presence on other planets, effective coordination of these teams is paramount. Three critical research challenges that must be solved to realize this vision are the human-robot team challenge, the pickup-team challenge, and the effective humanrobot communication challenge. In this paper, we addre...

متن کامل

Exploring Bounded Optimal Coordination for Heterogeneous Teams with Cross-Schedule Dependencies

Many domains, such as emergency assistance, agriculture, construction, and planetary exploration, will increasingly require effective coordination of teams of robots and humans to accomplish a collection of spatially distributed heterogeneous tasks. Such coordination problems range from those that require loosely coordinated teams in which agents independently perform their assigned tasks, to t...

متن کامل

Real-Time Support for Mobile Robotics

Coordinated behavior of mobile robots is an important emerging application area. Different coordinated behaviors can be achieved by assigning sets of control tasks, or strategies, to robots in a team. These control tasks must be scheduled either locally on the robot or distributed across the team. An application may have many control strategies to dynamically choose from, although some may not ...

متن کامل

Resource management for real-time tasks in mobile robotics

Coordinated behavior of mobile robots is an important emerging application area. Different coordinated behaviors can be achieved by assigning sets of control tasks, or strategies, to robots in a team. These control tasks must be scheduled either locally on the robot or distributed across the team. An application may have many control strategies to dynamically choose from, although some may not ...

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 2015