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CALSCALE:GREGORIAN
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BEGIN:VEVENT
UID:pn0nmvmlu0ft854rucvhar87qk@google.com
CATEGORIES:RTportal.ru
CREATED:20170606T092329
SUMMARY:Семинар СМиГО: Smart Resource Allocation with Concurrent Learning Scheme for Heterogeneous LTE Smallcell Networks
LOCATION:ИППИ РАН в 615 аудитории (6 этаж)
DESCRIPTION;ENCODING=QUOTED-PRINTABLE:Докладчик: Bykov E.M. (MIPT)\nТема: Smart Resource Allocation with Concurre
 nt Learning Scheme for Heterogeneous LTE Smallcell Networks\nАннотация:\nWe
  propose a distributed multi-agent strategy, where small cells locally cont
 rol resource usage to maximise the overall system capacity. The main goal i
 s to provide each cell with the ability to make its decision autonomously w
 hile taking into account the resource occupation of the surrounding cells. 
 We study the coexistence with non-cooperative macro-environment and propose
  a mechanism to increase the efficiency of Q-learning with a smart safe-shi
 ft procedure. We illustrate the application of this distributed learning st
 rategy for the subband allocation and propose several mechanisms to improve
  the convergence speed in the absence of communication. This event was impo
 rted from: https://rtportal.ru/index.php/kalendar-sobytij/eventdetail/123/-
 /seminar-smigo-smart-resource-allocation-with-concurrent-learning-scheme-fo
 r-heterogeneous-lte-smallcell-networks?tmpl=component
DTSTAMP:20260812T201313Z
DTSTART;TZID=Europe/Moscow:20161206T183000
DTEND;TZID=Europe/Moscow:20161206T200000
SEQUENCE:0
TRANSP:OPAQUE
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