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- W2523069612 abstract "Collective autonomic systems (CAS) are distributed collections of agents that collaborate to achieve the system’s goals but autonomously adapt their behavior. We present the teacher/student architecture for locally coordinated distributed learning and show that in certain scenarios the performance of a swarm using teacher/student learning can be significantly better than that of agents learning individually. Teacher/student learning serves as foundation for the continuous collaboration (CC) development approach. We introduce CC, relate it to the EDLC, a life cycle model for CAS, and show that CC embodies many of the principles proposed for developing CAS." @default.
- W2523069612 created "2016-09-30" @default.
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- W2523069612 date "2016-01-01" @default.
- W2523069612 modified "2023-09-24" @default.
- W2523069612 title "Continuous Collaboration for Changing Environments" @default.
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- W2523069612 doi "https://doi.org/10.1007/978-3-319-46508-1_11" @default.
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