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Chapter


Title

High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris

Authors

[ 1 ] Instytut Informatyki, Wydział Informatyki, Politechnika Poznańska | [ P ] employee

Year of publication

2015

Chapter type

paper

Publication language

english

Keywords
EN
  • reinforcement learning
  • covariance matrix adaptation
  • CMA-ES
  • VD-CMA
  • function approximation
  • knowledge-free representations
  • video games
  • n-tuple system
Pages (from - to)

567 - 573

DOI

10.1145/2739480.2754783

Book

GECCO'15 : proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation

Presented on

17th Genetic and Evolutionary Computation Conference (GECCO'15), 11-15.07.2015, Madrid, Spain

Publication indexed in

WoS (15)