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Description
  • Red-Black planning is a new approach to heuristic design which generalizes the delete relaxation. The heuristic requires several parameters to be set properly in order to achieve good performance. We propose a method to tune these parameters automatically based on machine learning.
  • Red-Black planning is a new approach to heuristic design which generalizes the delete relaxation. The heuristic requires several parameters to be set properly in order to achieve good performance. We propose a method to tune these parameters automatically based on machine learning. (en)
Title
  • Determining a Proper Initial Configuration of Red-Black Planning by Machine Learning
  • Determining a Proper Initial Configuration of Red-Black Planning by Machine Learning (en)
skos:prefLabel
  • Determining a Proper Initial Configuration of Red-Black Planning by Machine Learning
  • Determining a Proper Initial Configuration of Red-Black Planning by Machine Learning (en)
skos:notation
  • RIV/00216208:11320/14:10284160!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GAP103/10/1287), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 10868
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/14:10284160
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Automated Parameter Tuning; Relaxed Planning Heuristic; Machine Learning; Red-Black Planning; Automated Planning (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [C3E4BC3C7F3D]
http://linked.open...v/mistoKonaniAkce
  • Praha
http://linked.open...i/riv/mistoVydani
  • Aachen
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the International Workshop on Meta-learning and Algorithm Selection
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Barták, Roman
  • Trunda, Otakar
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1613-0073
number of pages
http://purl.org/ne...btex#hasPublisher
  • CEUR Workshop Proceedings
http://localhost/t...ganizacniJednotka
  • 11320
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