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  • Search: person:"Janásek, Lukáš"
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Year of publication
Subject
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Advantage-Actor-Critic 2 Deep-Learning 2 Factorinvesting 2 Portfolio Management 2 Quantile Deep Reinforcement Learning 2 costly information 2 data-driven decision-making 2 machine learning 2 Artificial intelligence 1 Decision 1 Diversification 1 Diversifikation 1 Entscheidung 1 Information costs 1 Informationskosten 1 Künstliche Intelligenz 1 Portfolio selection 1 Portfolio-Management 1 Theorie 1 Theory 1
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Online availability
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Free 4
Type of publication
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Book / Working Paper 4
Type of publication (narrower categories)
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Working Paper 4 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2
Language
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English 4
Author
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Baruník, Jozef 2 Janasek, Lukas 2 Janásek, Lukáš 2 Sarkany, Attila 2
Published in...
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IES Working Paper 2 IES working paper 2
Source
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ECONIS (ZBW) 2 EconStor 2
Showing 1 - 4 of 4
Cover Image
Quantile preferences in portfolio choice: A Q-DRL approach to dynamic diversification
Sarkany, Attila; Janásek, Lukáš; Baruník, Jozef - 2024
We develop a novel approach to understand the dynamic diversification of decision makers with quantile preferences. Due to unavailability of analytical solutions to such complex problems, we suggest to approximate the behavior of agents with a Quantile Deep Reinforcement Learning (Q-DRL)...
Persistent link: https://www.econbiz.de/10014577259
Saved in:
Cover Image
Quantile preferences in portfolio choice : a Q-DRL approach to dynamic diversification
Sarkany, Attila; Janásek, Lukáš; Baruník, Jozef - 2024
We develop a novel approach to understand the dynamic diversification of decision makers with quantile preferences. Due to unavailability of analytical solutions to such complex problems, we suggest to approximate the behavior of agents with a Quantile Deep Reinforcement Learning (Q-DRL)...
Persistent link: https://www.econbiz.de/10014532001
Saved in:
Cover Image
Acquisition of costly information in data-driven decision making
Janasek, Lukas - 2022
This paper formulates and solves an economic decision problem of the acquisition of costly information in data-driven decision making. The paper assumes an agent predicting a random variable utilizing several costly explanatory variables. Prior to the decision making, the agent learns about the...
Persistent link: https://www.econbiz.de/10013394381
Saved in:
Cover Image
Acquisition of costly information in data-driven decision making
Janasek, Lukas - 2022
This paper formulates and solves an economic decision problem of the acquisition of costly information in data-driven decision making. The paper assumes an agent predicting a random variable utilizing several costly explanatory variables. Prior to the decision making, the agent learns about the...
Persistent link: https://www.econbiz.de/10013252926
Saved in:
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