Matches in SemOpenAlex for { <https://semopenalex.org/work/W143795007> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W143795007 endingPage "99" @default.
- W143795007 startingPage "98" @default.
- W143795007 abstract "The process of coalition formation, where distinct autonomous agents come together to act as a coherent group is an important form of interaction in multiagent systems. Previous work has focused on developing coalition formation algorithms which seek to maximize some coalition structure valuation function V (CS). However, for many real-world systems, evaluation of V (CS) must be done empirically, which can be time-consuming, and when evaluation of V (CS) becomes too expensive, value-based coalition formation algorithms can become unattractive. In this work we present a algorithm for forming high value coalition structures when direct evaluation of V (CS) is not feasible. We present the IBCF (Information-Based Coalition Formation) algorithm, which does not try to directly maximize V (CS), but instead seeks to form coalitions which possess maximum amounts of information about how environmental states and agent actions relate to external reward. Such information maximization strategies have been found to work well in other areas of artificial intelligence, and we evaluate the performance of the IBCF algorithm on two multi-agent control domains (multi-agent pole balancing and the SysAdmin network management problem) and compare the performance of IBCF against relevant state-of-the-art algorithms in each domain." @default.
- W143795007 created "2016-06-24" @default.
- W143795007 creator A5048876954 @default.
- W143795007 creator A5065643738 @default.
- W143795007 date "2006-01-01" @default.
- W143795007 modified "2023-09-26" @default.
- W143795007 title "Coalition Formation meets Information Theory" @default.
- W143795007 cites W1566022718 @default.
- W143795007 cites W1971441460 @default.
- W143795007 cites W2040704490 @default.
- W143795007 cites W2104400223 @default.
- W143795007 cites W2121863487 @default.
- W143795007 cites W2130005627 @default.
- W143795007 cites W2134659851 @default.
- W143795007 cites W2134779831 @default.
- W143795007 cites W2139662247 @default.
- W143795007 cites W2149772057 @default.
- W143795007 cites W2156887976 @default.
- W143795007 cites W2168957479 @default.
- W143795007 cites W2246876778 @default.
- W143795007 hasPublicationYear "2006" @default.
- W143795007 type Work @default.
- W143795007 sameAs 143795007 @default.
- W143795007 citedByCount "0" @default.
- W143795007 crossrefType "proceedings-article" @default.
- W143795007 hasAuthorship W143795007A5048876954 @default.
- W143795007 hasAuthorship W143795007A5065643738 @default.
- W143795007 hasConcept C10138342 @default.
- W143795007 hasConcept C111919701 @default.
- W143795007 hasConcept C120314980 @default.
- W143795007 hasConcept C126255220 @default.
- W143795007 hasConcept C127413603 @default.
- W143795007 hasConcept C154945302 @default.
- W143795007 hasConcept C162324750 @default.
- W143795007 hasConcept C186027771 @default.
- W143795007 hasConcept C18762648 @default.
- W143795007 hasConcept C2776330181 @default.
- W143795007 hasConcept C33923547 @default.
- W143795007 hasConcept C41008148 @default.
- W143795007 hasConcept C41550386 @default.
- W143795007 hasConcept C42475967 @default.
- W143795007 hasConcept C78519656 @default.
- W143795007 hasConcept C98045186 @default.
- W143795007 hasConceptScore W143795007C10138342 @default.
- W143795007 hasConceptScore W143795007C111919701 @default.
- W143795007 hasConceptScore W143795007C120314980 @default.
- W143795007 hasConceptScore W143795007C126255220 @default.
- W143795007 hasConceptScore W143795007C127413603 @default.
- W143795007 hasConceptScore W143795007C154945302 @default.
- W143795007 hasConceptScore W143795007C162324750 @default.
- W143795007 hasConceptScore W143795007C186027771 @default.
- W143795007 hasConceptScore W143795007C18762648 @default.
- W143795007 hasConceptScore W143795007C2776330181 @default.
- W143795007 hasConceptScore W143795007C33923547 @default.
- W143795007 hasConceptScore W143795007C41008148 @default.
- W143795007 hasConceptScore W143795007C41550386 @default.
- W143795007 hasConceptScore W143795007C42475967 @default.
- W143795007 hasConceptScore W143795007C78519656 @default.
- W143795007 hasConceptScore W143795007C98045186 @default.
- W143795007 hasLocation W1437950071 @default.
- W143795007 hasOpenAccess W143795007 @default.
- W143795007 hasPrimaryLocation W1437950071 @default.
- W143795007 hasRelatedWork W1481486746 @default.
- W143795007 hasRelatedWork W1490349703 @default.
- W143795007 hasRelatedWork W1584593026 @default.
- W143795007 hasRelatedWork W1587359486 @default.
- W143795007 hasRelatedWork W1975794688 @default.
- W143795007 hasRelatedWork W2036266783 @default.
- W143795007 hasRelatedWork W206384230 @default.
- W143795007 hasRelatedWork W2106233786 @default.
- W143795007 hasRelatedWork W2109103168 @default.
- W143795007 hasRelatedWork W2127034968 @default.
- W143795007 hasRelatedWork W2134104365 @default.
- W143795007 hasRelatedWork W2135426168 @default.
- W143795007 hasRelatedWork W2155220448 @default.
- W143795007 hasRelatedWork W2174438406 @default.
- W143795007 hasRelatedWork W2179331006 @default.
- W143795007 hasRelatedWork W2231921149 @default.
- W143795007 hasRelatedWork W2400114609 @default.
- W143795007 hasRelatedWork W2401622232 @default.
- W143795007 hasRelatedWork W2519786880 @default.
- W143795007 hasRelatedWork W3008272827 @default.
- W143795007 isParatext "false" @default.
- W143795007 isRetracted "false" @default.
- W143795007 magId "143795007" @default.
- W143795007 workType "article" @default.