Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945442007> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2945442007 endingPage "3912" @default.
- W2945442007 startingPage "3900" @default.
- W2945442007 abstract "Agent-based approaches have gained popularity in engineering applications, but its potential for advanced traffic controls has not been sufficiently explored. This paper presents a multi-agent framework that models traffic control instruments and their interactions with road traffic. A constrained Markov decision process (CMDP) model is used to represent agent decision making in the context of multi-objective policy goals, where the policy goal with the highest priority becomes the single optimization objective and the other goals are transformed as constraints. A reinforcement learning-based computational framework is developed for control applications. To implement the multi-objective decision model, a threshold lexicographic ordering method is introduced and integrated with the learning-based algorithm. Moreover, a two-stage hybrid framework is established to improve the learning efficiency of the model. While the proposed approach is potentially applicable for different road traffic operations, this paper applies the framework for traffic signal control in a network of Stockholm based on traffic simulation. The computational results show that the proposed control approach can handle a complex case of multiple policy requirements. Meanwhile, the agent-based intelligent control has shown superior performance when compared to other optimized signal control methods." @default.
- W2945442007 created "2019-05-29" @default.
- W2945442007 creator A5039097899 @default.
- W2945442007 creator A5073898438 @default.
- W2945442007 date "2019-10-01" @default.
- W2945442007 modified "2023-10-02" @default.
- W2945442007 title "A Multi-Objective Agent-Based Control Approach With Application in Intelligent Traffic Signal System" @default.
- W2945442007 cites W1966917785 @default.
- W2945442007 cites W1972044564 @default.
- W2945442007 cites W1987725948 @default.
- W2945442007 cites W1999371911 @default.
- W2945442007 cites W2012612381 @default.
- W2945442007 cites W2022689755 @default.
- W2945442007 cites W2058738263 @default.
- W2945442007 cites W2071841410 @default.
- W2945442007 cites W2088595989 @default.
- W2945442007 cites W2098907614 @default.
- W2945442007 cites W2101460915 @default.
- W2945442007 cites W2117056304 @default.
- W2945442007 cites W2127072232 @default.
- W2945442007 cites W2127350252 @default.
- W2945442007 cites W2141559645 @default.
- W2945442007 cites W2158003279 @default.
- W2945442007 cites W2167566647 @default.
- W2945442007 cites W2498017881 @default.
- W2945442007 cites W2523458598 @default.
- W2945442007 cites W2725582697 @default.
- W2945442007 cites W2747158158 @default.
- W2945442007 cites W2751245796 @default.
- W2945442007 cites W2770423710 @default.
- W2945442007 cites W341403209 @default.
- W2945442007 doi "https://doi.org/10.1109/tits.2019.2906260" @default.
- W2945442007 hasPublicationYear "2019" @default.
- W2945442007 type Work @default.
- W2945442007 sameAs 2945442007 @default.
- W2945442007 citedByCount "53" @default.
- W2945442007 countsByYear W29454420072020 @default.
- W2945442007 countsByYear W29454420072021 @default.
- W2945442007 countsByYear W29454420072022 @default.
- W2945442007 countsByYear W29454420072023 @default.
- W2945442007 crossrefType "journal-article" @default.
- W2945442007 hasAuthorship W2945442007A5039097899 @default.
- W2945442007 hasAuthorship W2945442007A5073898438 @default.
- W2945442007 hasConcept C105795698 @default.
- W2945442007 hasConcept C106189395 @default.
- W2945442007 hasConcept C111919701 @default.
- W2945442007 hasConcept C127413603 @default.
- W2945442007 hasConcept C133731056 @default.
- W2945442007 hasConcept C151730666 @default.
- W2945442007 hasConcept C154945302 @default.
- W2945442007 hasConcept C159886148 @default.
- W2945442007 hasConcept C22212356 @default.
- W2945442007 hasConcept C2775924081 @default.
- W2945442007 hasConcept C2779343474 @default.
- W2945442007 hasConcept C33923547 @default.
- W2945442007 hasConcept C41008148 @default.
- W2945442007 hasConcept C41550386 @default.
- W2945442007 hasConcept C47796450 @default.
- W2945442007 hasConcept C86803240 @default.
- W2945442007 hasConcept C97541855 @default.
- W2945442007 hasConcept C98045186 @default.
- W2945442007 hasConceptScore W2945442007C105795698 @default.
- W2945442007 hasConceptScore W2945442007C106189395 @default.
- W2945442007 hasConceptScore W2945442007C111919701 @default.
- W2945442007 hasConceptScore W2945442007C127413603 @default.
- W2945442007 hasConceptScore W2945442007C133731056 @default.
- W2945442007 hasConceptScore W2945442007C151730666 @default.
- W2945442007 hasConceptScore W2945442007C154945302 @default.
- W2945442007 hasConceptScore W2945442007C159886148 @default.
- W2945442007 hasConceptScore W2945442007C22212356 @default.
- W2945442007 hasConceptScore W2945442007C2775924081 @default.
- W2945442007 hasConceptScore W2945442007C2779343474 @default.
- W2945442007 hasConceptScore W2945442007C33923547 @default.
- W2945442007 hasConceptScore W2945442007C41008148 @default.
- W2945442007 hasConceptScore W2945442007C41550386 @default.
- W2945442007 hasConceptScore W2945442007C47796450 @default.
- W2945442007 hasConceptScore W2945442007C86803240 @default.
- W2945442007 hasConceptScore W2945442007C97541855 @default.
- W2945442007 hasConceptScore W2945442007C98045186 @default.
- W2945442007 hasIssue "10" @default.
- W2945442007 hasLocation W29454420071 @default.
- W2945442007 hasOpenAccess W2945442007 @default.
- W2945442007 hasPrimaryLocation W29454420071 @default.
- W2945442007 hasRelatedWork W1556532828 @default.
- W2945442007 hasRelatedWork W1574991376 @default.
- W2945442007 hasRelatedWork W1985560493 @default.
- W2945442007 hasRelatedWork W1991138660 @default.
- W2945442007 hasRelatedWork W2146763310 @default.
- W2945442007 hasRelatedWork W2937181779 @default.
- W2945442007 hasRelatedWork W2997022832 @default.
- W2945442007 hasRelatedWork W3119377649 @default.
- W2945442007 hasRelatedWork W3198564127 @default.
- W2945442007 hasRelatedWork W4308702637 @default.
- W2945442007 hasVolume "20" @default.
- W2945442007 isParatext "false" @default.
- W2945442007 isRetracted "false" @default.
- W2945442007 magId "2945442007" @default.
- W2945442007 workType "article" @default.