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Philipp Altmann
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Vast: Value function factorization with variable agent sub-teams
T Phan, F Ritz, L Belzner, P Altmann, T Gabor, C Linnhoff-Popien
Advances in Neural Information Processing Systems 34, 24018-24032, 2021
52021
Benchmarking surrogate-assisted genetic recommender systems
T Gabor, P Altmann
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
42019
Capturing dependencies within machine learning via a formal process model
F Ritz, T Phan, A Sedlmeier, P Altmann, J Wieghardt, R Schmid, H Sauer, ...
Leveraging Applications of Formal Methods, Verification and Validation …, 2022
32022
Emergent Cooperation from Mutual Acknowledgment Exchange
T Phan, F Sommer, P Altmann, F Ritz, L Belzner, C Linnhoff-Popien
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
22022
Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines
T Müller, C Roch, K Schmid, P Altmann
arXiv preprint arXiv:2109.10900, 2021
12021
Combining the QAOA and HHL Algorithm to achieve a Substantial Quantum Speedup for the Unit Commitment Problem
J Stein, J Jojo, A Farea, D Bucher, P Altmann, C Linnhoff-Popien
arXiv preprint arXiv:2305.08482, 2023
2023
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing
P Altmann, F Ritz, L Feuchtinger, J Nüßlein, C Linnhoff-Popien, T Phan
arXiv preprint arXiv:2304.13616, 2023
2023
Learning to Participate through Trading of Reward Shares
M Kölle, T Matheis, P Altmann, K Schmid
arXiv preprint arXiv:2301.07416, 2023
2023
DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training
P Altmann, T Phan, F Ritz, T Gabor, C Linnhoff-Popien
arXiv preprint arXiv:2301.07421, 2023
2023
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training
P Altmann, L Sünkel, J Stein, T Müller, C Roch, C Linnhoff-Popien
Proceedings of the 15th International Conference on Agents and Artificial …, 2023
2023
Emergent Cooperation from Mutual Acknowledgment Exchange in Multi-Agent Reinforcement Learning
T Phan, F Sommer, F Ritz, P Altmann, J Nüßlein, M Kölle, L Belzner, ...
2022
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