"Praha" . "397252" . "S\u00FDkora, Ond\u0159ej" . . "Learning of autonomous agents during their interaction with the environment is one of the frequent tasks in machine learning. However, the efficiency of the learning process drops dramatically with the complexity of the problem domain. In this paper, we present a survey of existing methods for reduction of the dimensionality of the state space." . "State; Space; Dimensionality; Reduction; Markov; Decision; Processes"@en . . "RIV/00216208:11320/08:00100166!RIV09-MSM-11320___" . "Redukce dimenzionality stavov\u00E9ho prostoru v Markovovsk\u00FDch rozhodovac\u00EDch procesech"@cs . "State Space Dimensionality Reduction in Markov Decision Processes"@en . "11320" . . "Matfyzpress" . . . "Redukce dimenzionality stavov\u00E9ho prostoru v Markovovsk\u00FDch rozhodovac\u00EDch procesech"@cs . . "WDS'08 Proceedings of Contributed Papers" . "State Space Dimensionality Reduction in Markov Decision Processes" . "State Space Dimensionality Reduction in Markov Decision Processes"@en . . . "Learning of autonomous agents during their interaction with the environment is one of the frequent tasks in machine learning. However, the efficiency of the learning process drops dramatically with the complexity of the problem domain. In this paper, we present a survey of existing methods for reduction of the dimensionality of the state space."@en . "Z(MSM0021620838)" . . "RIV/00216208:11320/08:00100166" . . . "[8AE95F0783EB]" . . . . "2008-01-01+01:00"^^ . . . "1"^^ . "State Space Dimensionality Reduction in Markov Decision Processes" . "6"^^ . . "U\u010Den\u00ED autonomn\u00EDch agent\u016F na z\u00E1klad\u011B jejich interakce s prost\u0159ed\u00EDm, ve kter\u00E9m se vyskytuj\u00ED, pat\u0159\u00ED mezi \u010Dast\u00E9 \u00FAkoly strojov\u00E9ho u\u010Den\u00ED. Efektivita tohoto procesu ale v\u00FDrazn\u011B kles\u00E1 s rostouc\u00ED slo\u017Eitost\u00ED probl\u00E9mov\u00E9 dom\u00E9ny. Tento \u010Dl\u00E1nek p\u0159in\u00E1\u0161\u00ED p\u0159ehled metod slou\u017E\u00EDc\u00EDch k redukci dimenzionality stavov\u00E9ho prostoru."@cs . "978-80-7378-065-4" . . "1"^^ . . . "Praha" .