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Reinforcement learning based resource allocation in business process management · Study

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ArticleReinforcement learning based resource allocation in business process management

Zhengxing Huang2010

Article2010

Reinforcement learning based resource allocation in business process management

Zhengxing Huang · Wil M. P. van der Aalst · Xudong Lü · Huilong Duan

153 citations·0/0 files stored·Data & Knowledge Engineering

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Business Process Modeling and Analysis AI-based Problem Solving and Planning Robotic Process Automation Applications

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References

1998THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT 2003Workflow Patterns 2001Proposed NIST standard for role-based access control 1977Hudson et al.2004YAWL: yet another workflow language 1996Competitive Markov Decision Processes 2005The ProM Framework: A New Era in Process Mining Tool Support 1996Workflow Management: Modeling Concepts, Architecture and Implementation

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2014Elastic Business Process Management: State of the art and open challenges for BPM in the cloud 2021Portfolio management system in equity market neutral using reinforcement learning 2018Human resource allocation in business process management and process mining 2013A Literature Review on Business Process Management, Business Process Reengineering, and Business Process Innovation 2019Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm 2013User recommendations for the optimized execution of business processes

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Year2010

Typearticle

Published2010-10-21

VenueData & Knowledge Engineering

ISSN-L0169-023X

Languageen

Citations153

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1016/j.datak.2010.09.002

openalex_workW2162569149

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2024Machine learning in business process management: A systematic literature review

2014Process Mining from the Organizational Perspective