Constantin Waubert de Puiseau

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Job Shop Scheduling

Hopfield Networks

Top Venues

J. Intell. Manuf.

Publications

Constantin Waubert de Puiseau, Christian Dörpelkus, Jannik Peters, Hasan Tercan, Tobias Meisen
Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling. CoRR (2024)
Constantin Waubert de Puiseau, Jannik Peters, Christian Dörpelkus, Tobias Meisen
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments. CoRR (2023)
Constantin Waubert de Puiseau, Hasan Tercan, Tobias Meisen
Curriculum Learning in Job Shop Scheduling using Reinforcement Learning. CoRR (2023)
Constantin Waubert de Puiseau, Jannik Peters, Christian Dörpelkus, Hasan Tercan, Tobias Meisen
: A Python framework for deep reinforcement learning based scheduling experiments. SoftwareX 22 (2023)
Constantin Waubert de Puiseau, Richard Meyes, Tobias Meisen
On reliability of reinforcement learning based production scheduling systems: a comparative survey. J. Intell. Manuf. 33 (4) (2022)
Richard Meyes, Constantin Waubert de Puiseau, Andres Posada-Moreno, Tobias Meisen
Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations. CoRR (2020)
Richard Meyes, Melanie Lu, Constantin Waubert de Puiseau, Tobias Meisen
Ablation Studies in Artificial Neural Networks. CoRR (2019)