Timing Process Interventions with Causal Inference and Reinforcement Learning

7 June 2023

Papers citing "Timing Process Interventions with Causal Inference and Reinforcement Learning"

5 / 5 papers shown

Title
FORLAPS: An Innovative Data-Driven Reinforcement Learning Approach for Prescriptive Process Monitoring Mostafa Abbasi Maziyar Khadivi Maryam Ahang Patricia Lasserre Yves Lucet H. Najjaran OffRL 32 1 0 17 Jan 2025
Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach Mahmoud Shoush Marlon Dumas 24 1 0 13 Jul 2023
A Survey on Causal Reinforcement Learning Yan Zeng Ruichu Cai Fuchun Sun Libo Huang Z. Hao CML 26 27 0 10 Feb 2023
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 55 75 0 30 Jan 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,949 0 04 May 2020