2024

1.
Groeneveld, J., Herrmann, J., Mollenhauer, N., Dreessen, L., Bessin, N., Schulze-Tast, J., Kastius, A., Huegle, J., Schlosser, R.: Self-Learning Agents for Recommerce Markets. Business & Information Systems Engineering 66 (4). 441–463 (2024).
[ BibTeX ]
 
@article{groeneveld2023selflearning, author = {Groeneveld, Jan and Herrmann, Judith and Mollenhauer, Nikkel and Dreessen, Leonard and Bessin, Nick and Schulze-Tast, Jan and Kastius, Alexander and Huegle, Johannes and Schlosser, Rainer}, journal = {Business & Information Systems Engineering 66 (4)}, keywords = {ddds imported myown pricing}, pages = {441-463}, title = {Self-Learning Agents for Recommerce Markets}, year = 2024 }

2023

1.
Schröder, K., Kastius, A., Schlosser, R.: A Comparison of State-of-the-Art Reinforcement Learning Algorithms Applied to the Traveling Salesman Problem. The Knowledge Engineering Review, accepted. (2023).
[ BibTeX ]
 
@article{schroder2023comparison, author = {Schröder, Kenneth and Kastius, Alexander and Schlosser, Rainer}, journal = {The Knowledge Engineering Review, accepted}, keywords = {ddds myown}, title = {A Comparison of State-of-the-Art Reinforcement Learning Algorithms Applied to the Traveling Salesman Problem}, year = 2023 }

2.
Schröder, K., Kastius, A., Schlosser, R.: Welcome to the Jungle: A Conceptual Comparison of Reinforcement Learning Algorithms. ICORES 2023. pp. 143–150 (2023).
[ BibTeX ]
 
@inproceedings{schroder2023welcome, author = {Schröder, Kenneth and Kastius, Alexander and Schlosser, Rainer}, booktitle = {ICORES 2023}, keywords = {ddds myown}, pages = {143-150}, title = {Welcome to the Jungle: A Conceptual Comparison of Reinforcement Learning Algorithms}, year = 2023 }

2022

1.
Kastius, A., Schlosser, R.: Multi-Agent Dynamic Pricing Using Reinforcement Learning and Asymmetric Information. Operations Research Proceedings (OR2022), to appear (2022).
[ BibTeX ]
 
@inproceedings{kastiusmultiagent, author = {Kastius, Alexander and Schlosser, Rainer}, booktitle = {Operations Research Proceedings (OR2022), to appear}, keywords = {ddds pricing}, title = {Multi-Agent Dynamic Pricing Using Reinforcement Learning and Asymmetric Information}, year = 2022 }

2.
Schlosser, R., Kastius, A.: A Conceptual Framework for Studying Self-Learning Agents in Recommerce Markets. Operations Research Proceedings (OR 2022), to appear (2022).
[ BibTeX ]
 
@inproceedings{rainer2020conceptual, author = {Schlosser, Rainer and Kastius, Alexander}, booktitle = {Operations Research Proceedings (OR 2022), to appear}, keywords = {ddds pricing}, title = {A Conceptual Framework for Studying Self-Learning Agents in Recommerce Markets}, year = 2022 }

3.
Kossmann, J., Kastius, A., Schlosser, R.: SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning. 25th International Conference on Extending Database Technology (EDBT 2022). pp. 155–168 (2022).
[ BibTeX ]
 
@inproceedings{kossmann2022swirl, author = {Kossmann, Jan and Kastius, Alexander and Schlosser, Rainer}, booktitle = {25th International Conference on Extending Database Technology (EDBT 2022)}, keywords = {ddds adm epic}, pages = {155-168}, title = {SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning}, year = 2022 }

4.
Schlosser, R., Kastius, A.: Stochastic Dynamic Pricing under Duopoly Competition with Mutual Strategy Adjustments. Operations Research Proceedings (OR 2021). pp. 367–372 (2022).
[ BibTeX ]
 
@inproceedings{schlosser2021stochastic, author = {Schlosser, Rainer and Kastius, Alexander}, booktitle = {Operations Research Proceedings (OR 2021)}, keywords = {ddds epic pricing}, pages = {367-372}, title = {Stochastic Dynamic Pricing under Duopoly Competition with Mutual Strategy Adjustments}, year = 2022 }

5.
Kastius, A., Schlosser, R.: Towards Transfer Learning for Revenue and Pricing Management. Operations Research Proceedings, OR2021. pp. 361–366 (2022).
[ BibTeX ]
 
@inproceedings{kastius2021towards, author = {Kastius, Alexander and Schlosser, Rainer}, booktitle = {Operations Research Proceedings, OR2021}, keywords = {ddds myown pricing}, pages = {361-366}, title = {Towards Transfer Learning for Revenue and Pricing Management}, year = 2022 }

6.
Kastius, A., Schlosser, R.: Dynamic Pricing under Competition using Reinforcement Learning. Journal of Revenue and Pricing Management. 21, 50–63 (2022).
[ BibTeX ]
 
@article{kastius2020dynamic, author = {Kastius, Alexander and Schlosser, Rainer}, journal = {Journal of Revenue and Pricing Management}, keywords = {ddds epic pricing}, pages = {50-63}, title = {Dynamic Pricing under Competition using Reinforcement Learning}, volume = 21, year = 2022 }