19 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.AI2025
Reinforcement Learning for AMR Charging Decisions: The Impact of Reward and Action Space Design
Janik Bischoff, Alexandru Rinciog, Anne Meyer
We propose a novel reinforcement learning (RL) design to optimize the charging strategy for autonomous mobile robots in large-scale block stacking warehouses. RL design involves a…
cs.LG2024
MachineLearnAthon: An Action-Oriented Machine Learning Didactic Concept
Michal Tkáč, Jakub Sieber, Lara Kuhlmann +7
Machine Learning (ML) techniques are encountered nowadays across disciplines, from social sciences, through natural sciences to engineering. The broad application of ML and the acc…
cs.LG2021★ 19 cited
Towards Standardising Reinforcement Learning Approaches for Production Scheduling Problems
Alexandru Rinciog, Anne Meyer
Recent years have seen a rise in interest in terms of using machine learning, particularly reinforcement learning (RL), for production scheduling problems of varying degrees of com…