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  • Search: subject:"Reinforcement Learning"
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Year of publication
Subject
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Lernprozess 374 Learning process 373 Learning 306 Lernen 304 Theorie 291 Theory 290 Reinforcement learning 245 reinforcement learning 243 Algorithm 101 Algorithmus 101 Artificial intelligence 89 Künstliche Intelligenz 89 Scheduling problem 67 Scheduling-Verfahren 67 Game theory 66 Mathematical programming 65 Mathematische Optimierung 65 Spieltheorie 64 Deep reinforcement learning 63 Agent-based modeling 62 Agentenbasierte Modellierung 62 Reinforcement Learning 61 Simulation 42 Portfolio-Management 40 Portfolio selection 39 deep reinforcement learning 39 Tourenplanung 37 Vehicle routing problem 37 Markov chain 35 Markov-Kette 35 Experiment 33 Neural networks 33 Stochastic process 33 Stochastischer Prozess 33 Lagermanagement 30 Neuronale Netze 30 Warehouse management 30 Dynamic programming 26 Dynamische Optimierung 26 Inventory model 26
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Online availability
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Undetermined 437 Free 269 CC license 35
Type of publication
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Article 581 Book / Working Paper 167 Other 2
Type of publication (narrower categories)
All
Article in journal 441 Aufsatz in Zeitschrift 441 Working Paper 99 Arbeitspapier 70 Graue Literatur 69 Non-commercial literature 69 Article 33 research-article 15 Aufsatz im Buch 10 Book section 10 Thesis 6 Conference paper 3 Hochschulschrift 3 Konferenzbeitrag 3 Aufsatzsammlung 2 Conference Paper 1 Konferenzschrift 1
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Language
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English 645 Undetermined 99 German 4 French 1 Lithuanian 1
Author
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Angerer, Silvia 8 Dutcher, E. Glenn 8 Erev, Ido 8 Glätzle-Rützler, Daniela 8 Lergetporer, Philipp 8 Sutter, Matthias 8 Hanaki, Nobuyuki 7 Vriend, Nicolaas J. 7 Corazza, Marco 6 Keusch, Florian 6 Rostam-Afschar, Davud 6 Simon, Thomas 6 Brenner, Thomas 5 Daskalova, Vessela 5 Devetag, Giovanna 5 Godin, Frédéric 5 Jaimungal, Sebastian 5 Kastius, Alexander 5 Lodi, Andrea 5 Pancotto, Francesca 5 Rieskamp, Jörg 5 Schlosser, Rainer 5 Ulmer, Marlin Wolf 5 Bertoluzzo, Francesco 4 Boute, Robert N. 4 Buchali, Katrin 4 Dimitrakopoulos, Roussos 4 Ert, Eyal 4 Guo, Xin 4 Jaarsveld, Willem van 4 Jump, Robert 4 Liu, Shan 4 Liu, Yang 4 Panzer, Marcel 4 Ponomarenko, Alexey 4 Ramanauskas, Tomas 4 Rivas, Javier 4 Roth, Alvin E. 4 Rousseau, Louis-Martin 4 Schuster, Stephan 4
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 7 EconWPA 3 School of Economics, University of Edinburgh 3 Society for Computational Economics - SCE 3 Center for the Study of Rationality, Hebrew University of Jerusalem 2 Department of Economics, Leicester University 2 Dipartimento di Economia, Università Ca' Foscari Venezia 2 Instituto Valenciano de Investigaciones Económicas (IVIE) 2 Lietuvos Bankas 2 Vilnius Gediminas Technical University 2 California Institute of Technology, Division of the Humanities and Social Sciences 1 Centre Interuniversitaire de Recherche en Analyse des Organisations (CIRANO) 1 Department of Economics and Business, Universitat Pompeu Fabra 1 Department of Economics, European University Institute 1 Department of Economics, Iowa State University 1 Department of Economics, Oxford University 1 Dipartimento di Economia e Management, Università degli Studi di Trento 1 Dipartimento di Matematica Applicata, Università Ca' Foscari Venezia 1 Département Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2), Institut National de la Recherche Agronomique (INRA) 1 Economics Institute for Research (SIR), Handelshögskolan i Stockholm 1 Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam. 1 Erasmus Research Institute of Management (ERIM), Erasmus Universiteit Rotterdam 1 Erasmus University Rotterdam, Econometric Institute 1 Facultad de Ciencias Económicas y Empresariales, Universidad Complutense de Madrid 1 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 1 International Conference on Frontiers of AI, Ethics, and Multidisciplinary Applications <1., 2023, Athen> 1 Laboratory of Economics and Management (LEM), Scuola Superiore Sant'Anna 1 School of Economics and Finance, Queen Mary 1 School of Economics, University of Kent 1 Shaker Verlag 1 Tinbergen Institute 1 Tinbergen Instituut 1 UNIVERSIDAD DEL ROSARIO 1 University of Bonn, Germany 1 Wirtschaftswissenschaftliche Fakultät, Friedrich-Schiller-Universität Jena 1
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Published in...
All
International journal of production research 53 European journal of operational research : EJOR 31 Transportation research / E : an international journal 19 Mathematics of operations research 17 Operations research 17 Journal of Intelligent Manufacturing 16 Computers & operations research : and their applications to problems of world concern ; an international journal 15 Computers & operations research : an international journal 13 International journal of production economics 13 Les cahiers du GERAD 13 Quantitative finance 13 Management science : journal of the Institute for Operations Research and the Management Sciences 11 Industrial Robot: the international journal of robotics research and application 10 Advances in Complex Systems (ACS) 9 Games 9 INFORMS journal on applied analytics 9 Computational economics 7 Journal of revenue and pricing management 7 MPRA Paper 7 Transportation research : an international journal 7 Journal of economic behavior & organization : JEBO 6 Journal of economic dynamics & control 6 Applied mathematical finance 5 Computational Economics 5 Physica A: Statistical Mechanics and its Applications 5 Transportation science 5 CESifo Working Paper 4 CESifo working papers 4 Journal of Artificial Societies and Social Simulation 4 Journal of the Operational Research Society 4 Discussion paper 3 ESE Discussion Papers 3 EURO journal on transportation and logistics 3 European Journal of Operational Research 3 Finance research letters 3 Games and Economic Behavior 3 International Journal of Game Theory 3 Journal of Risk and Financial Management 3 Journal of behavioral and experimental finance 3 Journal of evolutionary economics : JEE 3
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Source
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ECONIS (ZBW) 530 RePEc 122 EconStor 64 Other ZBW resources 24 BASE 10
Showing 371 - 380 of 750
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Small-scale LNG Market Optimization – Intelligent Distribution Network
Kuk, Edyta; Małkus, Bartłomiej; Kuk, Michał - 2020
as reinforcement learning, recurrent neural networks and online learning. Optimization of distribution network translates …
Persistent link: https://www.econbiz.de/10012288795
Saved in:
Cover Image
Exploiting distributional temporal difference learning to deal with tail risk
Bossaerts, Peter L.; Huang, Shijie; Yadav, Nitin - In: Risks 8 (2020) 4, pp. 1-20
In traditional Reinforcement Learning (RL), agents learn to optimize actions in a dynamic context based on recursive …
Persistent link: https://www.econbiz.de/10013200646
Saved in:
Cover Image
Market shocks and professionals' investment behavior - Evidence from the COVID-19 crash
Huber, Christoph; Huber, Jürgen; Kirchler, Michael - 2020
We investigate how the experience of extreme events, such as the COVID-19 market crash, influence risk-taking behavior. To isolate changes in risk taking from other factors, we ran controlled experiments with finance professionals in December 2019 and March 2020. We observe that their...
Persistent link: https://www.econbiz.de/10012609020
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Deep reinforcement learning in agent based financial market simulation
Maeda, Iwao; DeGraw, David; Kitano, Michiharu; … - In: Journal of Risk and Financial Management 13 (2020) 4, pp. 1-17
this study we propose a framework for training deep reinforcement learning models in agent based artificial price … deep reinforcement learning model with unique task-specific reward function was able to learn a robust investment strategy … your own actions on the market can often be prohibitive when trying to find investment strategies using deep reinforcement …
Persistent link: https://www.econbiz.de/10012611300
Saved in:
Cover Image
Contracts for difference: A reinforcement learning approach
Zengeler, Nico; Handmann, Uwe - In: Journal of Risk and Financial Management 13 (2020) 4, pp. 1-12
We present a deep reinforcement learning framework for an automatic trading of contracts for difference (CfD) on … indices at a high frequency. Our contribution proves that reinforcement learning agents with recurrent long short-term memory … but instead uses a reinforcement learning agent to learn an overall lucrative trading policy. Therefore, we simulate a …
Persistent link: https://www.econbiz.de/10012611307
Saved in:
Cover Image
Market shocks and professionals' investment behavior : evidence from the COVID-19 crash
Huber, Christoph; Huber, Jürgen; Kirchler, Michael - 2020
In this paper we investigate how the experience of stock market shocks, like the COVID-19 crash, influences risk taking behavior. To isolate changes in risk taking from a variety of other confounding factors during stock market crashes, we ran controlled experiments with finance professionals in...
Persistent link: https://www.econbiz.de/10012220075
Saved in:
Cover Image
Deep reinforcement learning in agent based financial market simulation
Maeda, Iwao; DeGraw, David; Kitano, Michiharu; … - In: Journal of risk and financial management : JRFM 13 (2020) 4/71, pp. 1-17
this study we propose a framework for training deep reinforcement learning models in agent based artificial price … deep reinforcement learning model with unique task-specific reward function was able to learn a robust investment strategy … your own actions on the market can often be prohibitive when trying to find investment strategies using deep reinforcement …
Persistent link: https://www.econbiz.de/10012302595
Saved in:
Cover Image
Contracts for difference: a reinforcement learning approach
Zengeler, Nico; Handmann, Uwe - In: Journal of risk and financial management : JRFM 13 (2020) 4/78, pp. 1-12
We present a deep reinforcement learning framework for an automatic trading of contracts for difference (CfD) on … indices at a high frequency. Our contribution proves that reinforcement learning agents with recurrent long short-term memory … but instead uses a reinforcement learning agent to learn an overall lucrative trading policy. Therefore, we simulate a …
Persistent link: https://www.econbiz.de/10012302717
Saved in:
Cover Image
Exploiting distributional temporal difference learning to deal with tail risk
Bossaerts, Peter L.; Huang, Shijie; Yadav, Nitin - In: Risks : open access journal 8 (2020) 4/113, pp. 1-20
In traditional Reinforcement Learning (RL), agents learn to optimize actions in a dynamic context based on recursive …
Persistent link: https://www.econbiz.de/10012387629
Saved in:
Cover Image
Small-scale LNG market optimization : intelligent distribution network
Kuk, Edyta; Małkus, Bartłomiej; Kuk, Michał - In: Proceedings of the ENTRENOVA - ENTerprise REsearch … 6 (2020) 1, pp. 522-530
as reinforcement learning, recurrent neural networks and online learning. Optimization of distribution network translates …
Persistent link: https://www.econbiz.de/10012534685
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