Learning to act: a Reinforcement Learning approach to recommend the best next activities

29 March 2022

Papers citing "Learning to act: a Reinforcement Learning approach to recommend the best next activities"

5 / 5 papers shown

Title
Using Reinforcement Learning to Optimize Responses in Care Processes: A Case Study on Aggression Incidents Bart J. Verhoef Xixi Lu 13 2 0 02 Oct 2023
Automatically Reconciling the Trade-off between Prediction Accuracy and Earliness in Prescriptive Business Process Monitoring Andreas Metzger Tristan Kley Aristide Rothweiler Klaus Pohl 42 2 0 12 Jul 2023
Recommending the optimal policy by learning to act from temporal data Stefano Branchi A. Buliga Chiara Di Francescomarino Chiara Ghidini Francesca Meneghello M. Ronzani OffRL 17 2 0 16 Mar 2023
Outcome-Oriented Prescriptive Process Monitoring Based on Temporal Logic Patterns Ivan Donadello Chiara Di Francescomarino F. Maggi Francesco Ricci Aladdin Shikhizada 23 11 0 09 Nov 2022
AI-Augmented Business Process Management Systems: A Research Manifesto Marlon Dumas Fabiana Fournier Lior Limonad Andrea Marrella Marco Montali ... Dirk Fahland A. Gal M. Rosa Hagen Volzer Ingo Weber 59 76 0 30 Jan 2022