FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2624967856> ?p ?o ?g. }

• W2624967856 abstract "Freeways are the major arteries of the transportation networks. In most major cities in North America, including Toronto, infrastructure expansion has fallen behind transportation demand, causing escalating congestion problems. It has been realized that infrastructure expansion cannot provide a complete solution to congestion problems owed to economic limitations, induced demand, and, in metropolitan areas, simply lack of space. Furthermore, the drop in freeway throughput due to congestion exacerbates the problem even more during rush hours at the time the capacity is needed the most. Dynamic traffic control measures provide a set of cost effective congestion mitigation solutions, among which ramp metering (RM) is the most effective approach. This thesis proposes a novel optimal ramp control (metering) system that coordinates the actions of multiple on-ramps in a decentralized structure. The proposed control system is based on reinforcement learning (RL); therefore, the control agent learn the optimal action from interaction with the environment and without reliance on any a priori mathematical model. The agents are designed to function optimally in both independent and coordinated modes. Therefore, the whole system is robust to communication or individual agent’s failure. The RL agents employ function approximation to directly represent states and action with continuous variables instead of relying on discrete state-action tables. Use of function approximation significantly speeds up the learning" @default.
• W2624967856 created "2017-06-23" @default.
• W2624967856 creator A5078758172 @default.
• W2624967856 date "2014-11-01" @default.
• W2624967856 modified "2023-09-27" @default.
• W2624967856 title "Decentralized Coordinated Optimal Ramp Metering using Multi-agent Reinforcement Learning" @default.
• W2624967856 cites W110575624 @default.
• W2624967856 cites W1484203172 @default.
• W2624967856 cites W1529898979 @default.
• W2624967856 cites W1574700590 @default.
• W2624967856 cites W1584201434 @default.
• W2624967856 cites W1588304026 @default.
• W2624967856 cites W1639167632 @default.
• W2624967856 cites W1785922355 @default.
• W2624967856 cites W1975683286 @default.
• W2624967856 cites W1976469229 @default.
• W2624967856 cites W1984536024 @default.
• W2624967856 cites W1986083781 @default.
• W2624967856 cites W1986935961 @default.
• W2624967856 cites W1987288795 @default.
• W2624967856 cites W1989486490 @default.
• W2624967856 cites W1991487823 @default.
• W2624967856 cites W1999912147 @default.
• W2624967856 cites W2008102069 @default.
• W2624967856 cites W2014847204 @default.
• W2624967856 cites W2018846421 @default.
• W2624967856 cites W2020082215 @default.
• W2624967856 cites W2036271427 @default.
• W2624967856 cites W2040486853 @default.
• W2624967856 cites W2044287460 @default.
• W2624967856 cites W2051757867 @default.
• W2624967856 cites W2054314161 @default.
• W2624967856 cites W2073579188 @default.
• W2624967856 cites W2074441213 @default.
• W2624967856 cites W2074500080 @default.
• W2624967856 cites W2074665047 @default.
• W2624967856 cites W2088595989 @default.
• W2624967856 cites W2089537786 @default.
• W2624967856 cites W2094652234 @default.
• W2624967856 cites W2097443195 @default.
• W2624967856 cites W2099618002 @default.
• W2624967856 cites W2101915445 @default.
• W2624967856 cites W2107544712 @default.
• W2624967856 cites W2110061256 @default.
• W2624967856 cites W2110906765 @default.
• W2624967856 cites W2113501460 @default.
• W2624967856 cites W2113913482 @default.
• W2624967856 cites W2118318536 @default.
• W2624967856 cites W2121863487 @default.
• W2624967856 cites W2122463624 @default.
• W2624967856 cites W2124289529 @default.
• W2624967856 cites W2125001944 @default.
• W2624967856 cites W2134698488 @default.
• W2624967856 cites W2139316239 @default.
• W2624967856 cites W2140722533 @default.
• W2624967856 cites W2144228342 @default.
• W2624967856 cites W2145952809 @default.
• W2624967856 cites W2146871603 @default.
• W2624967856 cites W2154549708 @default.
• W2624967856 cites W2155482699 @default.
• W2624967856 cites W2159633185 @default.
• W2624967856 cites W2610419677 @default.
• W2624967856 cites W2734870733 @default.
• W2624967856 cites W2914656440 @default.
• W2624967856 cites W574949808 @default.
• W2624967856 cites W588912242 @default.
• W2624967856 hasPublicationYear "2014" @default.
• W2624967856 type Work @default.
• W2624967856 sameAs 2624967856 @default.
• W2624967856 citedByCount "1" @default.
• W2624967856 countsByYear W26249678562017 @default.
• W2624967856 crossrefType "dissertation" @default.
• W2624967856 hasAuthorship W2624967856A5078758172 @default.
• W2624967856 hasConcept C120314980 @default.
• W2624967856 hasConcept C126255220 @default.
• W2624967856 hasConcept C127413603 @default.
• W2624967856 hasConcept C14036430 @default.
• W2624967856 hasConcept C154945302 @default.
• W2624967856 hasConcept C158739034 @default.
• W2624967856 hasConcept C166957645 @default.
• W2624967856 hasConcept C205649164 @default.
• W2624967856 hasConcept C22212356 @default.
• W2624967856 hasConcept C2779888511 @default.
• W2624967856 hasConcept C30905978 @default.
• W2624967856 hasConcept C33923547 @default.
• W2624967856 hasConcept C41008148 @default.
• W2624967856 hasConcept C78458016 @default.
• W2624967856 hasConcept C78519656 @default.
• W2624967856 hasConcept C86803240 @default.
• W2624967856 hasConcept C97541855 @default.
• W2624967856 hasConceptScore W2624967856C120314980 @default.
• W2624967856 hasConceptScore W2624967856C126255220 @default.
• W2624967856 hasConceptScore W2624967856C127413603 @default.
• W2624967856 hasConceptScore W2624967856C14036430 @default.
• W2624967856 hasConceptScore W2624967856C154945302 @default.
• W2624967856 hasConceptScore W2624967856C158739034 @default.
• W2624967856 hasConceptScore W2624967856C166957645 @default.
• W2624967856 hasConceptScore W2624967856C205649164 @default.
• W2624967856 hasConceptScore W2624967856C22212356 @default.
• W2624967856 hasConceptScore W2624967856C2779888511 @default.

• next