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Learning to Act: A Reinforcement Learning Approach to Recommend the Best Next Activities · Study

WorkLearning to Act: A Reinforcement Learning Approach to Recommend the Best Next Activities

Stefano Branchi2022

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Workgreen2022

Learning to Act: A Reinforcement Learning Approach to Recommend the Best Next Activities

Stefano Branchi · Chiara Di Francescomarino · Chiara Ghidini · David Massimo · Francesco Ricci⋆ · Massimiliano Ronzani

17 citations·0/0 files stored·Lecture notes in business information processing

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Business Process Modeling and Analysis Recommender Systems and Techniques Robotic Process Automation Applications

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References

2014Predictive Monitoring of Business Processes 2015Balanced multi-perspective checking of process conformance 2018Predictive Process Monitoring Methods: Which One Suits Me Best?2010Reinforcement learning based resource allocation in business process management 2014Prescriptive Analytics for Recommendation-Based Business Process Optimization 2020Prescriptive Business Process Monitoring for Recommending Next Best Actions 2019Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm 2018Alarm-Based Prescriptive Process Monitoring

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Details

Year2022

Typeother

Published2022-01-01

VenueLecture notes in business information processing

ISSN-L1865-1348

Languageen

Citations17

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1007/978-3-031-16171-1_9

openalex_workW4294816472

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