Reinforcement and Deep Reinforcement Learning-based Solutions for Machine Maintenance Planning, Scheduling Policies, and Optimization

7 July 2023

Papers citing "Reinforcement and Deep Reinforcement Learning-based Solutions for Machine Maintenance Planning, Scheduling Policies, and Optimization"

8 / 8 papers shown

Title
Integrating Human Knowledge Through Action Masking in Reinforcement Learning for Operations Research Mirko Stappert Bernhard Lutz Niklas Goby Dirk Neumann OffRL 29 0 0 03 Apr 2025
A Survey of Reinforcement Learning for Optimization in Automation Ahmad Farooq Kamran Iqbal OffRL 79 1 0 13 Feb 2025
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem Nima Akbarzadeh Erick Delage Yossiri Adulyasak 23 0 0 30 Oct 2024
Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning L. A. Jimenez-Roa T. D. Simão Z. Bukhsh T. Tinga Hajo Molegraaf Nils Jansen Marielle Stoelinga AI4CE 16 1 0 17 Jul 2024
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 27 4 0 11 Dec 2023
A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case Oluwaseyi Ogunfowora H. Najjaran AI4TS 11 5 0 19 Aug 2023
Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding Jaeho Chung Jamil Fayyad Younes Al Younes H. Najjaran 25 13 0 11 Aug 2023
Synthesizing Rolling Bearing Fault Samples in New Conditions: A framework based on a modified CGAN Maryam Ahang Masoud Jalayer Ardeshir Shojaeinasab Oluwaseyi Ogunfowora Todd Charter H. Najjaran AI4CE 46 18 0 24 Jun 2022