Application of Reinforcement Learning in Production Planning and Control of Cyber Physical Production Systems. - Andreas Kuhnle; Gisela Lanza (ML4CPS, 2018)

Reinforcement learning for opportunistic maintenance optimization. - Andreas Kuhnle; Johannes Jakubik; Gisela Lanza (Prod. Eng., 2019)

Adaptive Order Dispatching based on Reinforcement Learning: Application in a Complex Job Shop in the Semiconductor Industry. - Andreas Kuhnle (2020)

Designing an adaptive production control system using reinforcement learning. - Andreas Kuhnle; Jan-Philipp Kaiser; Felix Theiß; Nicole Stricker; Gisela Lanza (J. Intell. Manuf., 2021)

Explainable reinforcement learning in production control of job shop manufacturing system. - Andreas Kuhnle; Marvin Carl May; Louis Schäfer; Gisela Lanza (Int. J. Prod. Res., 2022)

Modelling and condition-based control of a flexible and hybrid disassembly system with manual and autonomous workstations using reinforcement learning. - Marco Wurster; Marius Michel; Marvin Carl May; Andreas Kuhnle; Nicole Stricker; Gisela Lanza (J. Intell. Manuf., 2022)