Sold!: auction methods for multirobot coordination
University of Southern California
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Abstract
The key to utilizing the potential of multirobot systems is cooperation. How can we achieve cooperation in systems composed of failure-prone autonomous robots operating in noisy, dynamic environments? We present a method of dynamic task allocation for groups of such robots. We implemented and tested an auction-based task allocation system which we call MURDOCH, built upon a principled, resource centric, publish/subscribe communication model. A variant of the Contract Net Protocol, MURDOCH produces a distributed approximation to a global optimum of resource usage. We validated MURDOCH in two very different domains: a tightly coupled multirobot physical manipulation task and a loosely coupled multirobot…
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1,008
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Authors
2Topics & keywords
Topics
Keywords
- Computer science
- Distributed computing
- Task (project management)
- Negotiation
- Robot
- Autonomous agent
- Resource allocation
- Key (lock)
UN Sustainable Development Goals
- Partnerships for the goals
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