Matches in SemOpenAlex for { <https://semopenalex.org/work/W1569405734> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W1569405734 abstract "Managers of systems of shared resources typically have many separate goals. Examples are efficient utilization of the resources among its users and ensuring no user's satisfaction in the system falls below a preset minimal level. Since such goals will usually conflict with one another, either implicitly or explicitly the manager must determine the relative importance of the goals, encapsulating that into an overall utility function rating the possible behaviors of the entire system. Here we demonstrate a distributed, robust, and adaptive way to optimize that overall function. Our approach is to interpose adaptive agents between each user and the system, where each such agent is working to maximize its own private utility function. In turn, each such agent's function should be both relatively easy for the agent to learn to optimize, and aligned with the overall utility function of the system manager -- an overall function that is based on but in general different from the satisfaction functions of the individual users. To ensure this we enhance the COllective INtelligence (COIN) framework to incorporate user satisfaction functions in the overall utility function of the system manager and accordingly in the associated private utility functions assigned to the users' agents. We present experimental evaluations of different COIN-based private utility functions and demonstrate that those COIN-based functions outperform some natural alternatives." @default.
- W1569405734 created "2016-06-24" @default.
- W1569405734 creator A5066020533 @default.
- W1569405734 creator A5073514351 @default.
- W1569405734 creator A5081872079 @default.
- W1569405734 creator A5084748531 @default.
- W1569405734 date "2004-01-01" @default.
- W1569405734 modified "2023-09-23" @default.
- W1569405734 title "Providing Effective Access to Shared Resources: A COIN Approach" @default.
- W1569405734 cites W1514325590 @default.
- W1569405734 cites W2008437221 @default.
- W1569405734 cites W2022647080 @default.
- W1569405734 cites W2084270684 @default.
- W1569405734 cites W2100243926 @default.
- W1569405734 cites W2134281179 @default.
- W1569405734 cites W2135876489 @default.
- W1569405734 cites W2161061197 @default.
- W1569405734 cites W2165732930 @default.
- W1569405734 cites W2175966127 @default.
- W1569405734 cites W2226396244 @default.
- W1569405734 doi "https://doi.org/10.1007/978-3-540-24701-2_17" @default.
- W1569405734 hasPublicationYear "2004" @default.
- W1569405734 type Work @default.
- W1569405734 sameAs 1569405734 @default.
- W1569405734 citedByCount "0" @default.
- W1569405734 crossrefType "book-chapter" @default.
- W1569405734 hasAuthorship W1569405734A5066020533 @default.
- W1569405734 hasAuthorship W1569405734A5073514351 @default.
- W1569405734 hasAuthorship W1569405734A5081872079 @default.
- W1569405734 hasAuthorship W1569405734A5084748531 @default.
- W1569405734 hasBestOaLocation W15694057342 @default.
- W1569405734 hasConcept C127413603 @default.
- W1569405734 hasConcept C14036430 @default.
- W1569405734 hasConcept C41008148 @default.
- W1569405734 hasConcept C42475967 @default.
- W1569405734 hasConcept C78458016 @default.
- W1569405734 hasConcept C86803240 @default.
- W1569405734 hasConceptScore W1569405734C127413603 @default.
- W1569405734 hasConceptScore W1569405734C14036430 @default.
- W1569405734 hasConceptScore W1569405734C41008148 @default.
- W1569405734 hasConceptScore W1569405734C42475967 @default.
- W1569405734 hasConceptScore W1569405734C78458016 @default.
- W1569405734 hasConceptScore W1569405734C86803240 @default.
- W1569405734 hasLocation W15694057341 @default.
- W1569405734 hasLocation W15694057342 @default.
- W1569405734 hasOpenAccess W1569405734 @default.
- W1569405734 hasPrimaryLocation W15694057341 @default.
- W1569405734 hasRelatedWork W1598943142 @default.
- W1569405734 hasRelatedWork W1880774266 @default.
- W1569405734 hasRelatedWork W1986253068 @default.
- W1569405734 hasRelatedWork W2023936724 @default.
- W1569405734 hasRelatedWork W2028061998 @default.
- W1569405734 hasRelatedWork W2039968861 @default.
- W1569405734 hasRelatedWork W2126451717 @default.
- W1569405734 hasRelatedWork W2160425906 @default.
- W1569405734 hasRelatedWork W2170821048 @default.
- W1569405734 hasRelatedWork W2385146268 @default.
- W1569405734 isParatext "false" @default.
- W1569405734 isRetracted "false" @default.
- W1569405734 magId "1569405734" @default.
- W1569405734 workType "book-chapter" @default.