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Anzahl der Publikationen: 18
Zeitschriftenartikel
Gabor, Thomas; Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2022):
Self-Replication in Neural Networks.
In: Artificial Life, Bd. 28, Nr. 2: S. 205-223
Sedlmeier, Andreas; Gabor, Thomas; Phan, Thomy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2020):
Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning.
In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 2: S. 522-529
Gabor, Thomas; Sedlmeier, Andreas; Phan, Thomy; Ritz, Fabian; Kiermeier, Marie; Belzner, Lenz; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner; Wieghardt, Jan; Zeller, Marc und Linnhoff-Popien, Claudia
(2020):
The scenario coevolution paradigm: adaptive quality assurance for adaptive systems.
In: International Journal on Software Tools for Technology Transfer, Bd. 22: S. 457-476
[PDF, 1MB]
Schmid, Kyrill; Belzner, Lenz; Phan, Thomy; Gabor, Thomas und Linnhoff-Popien, Claudia
(2020):
Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information.
In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 1: S. 144-151
Hahn, Carsten; Phan, Thomy; Gabor, Thomas; Belzner, Lenz und Linnhoff-Popien, Claudia
(2019):
Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning.
In: Alife 2019: the 2019 Conference on Artificial Life: S. 598-605
Phan, Thomy; Belzner, Lenz; Kiermeier, Marie; Friedrich, Markus; Schmid, Kyrill und Linnhoff-Popien, Claudia
(2019):
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling.
In: Thirty-Third Aaai Conference on Artificial Intelligence / Thirty-First Innovative Applications of Artificial Intelligence Conference / Ninth Aaai Symposium on Educational Advances in Artificial Intelligence: S. 7941-7948
Phan, Thomy; Schmid, Kyrill; Belzner, Lenz; Gabor, Thomas; Feld, Sebastian und Linnhoff-Popien, Claudia
(2019):
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies.
In: Aamas '19: Proceedings of the 18Th International Conference on Autonomous Agents and Multiagent Systems: S. 2162-2164
Gabor, Thomas; Illium, Steffen; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2019):
Self-Replication in Neural Networks.
In: Alife 2019: the 2019 Conference on Artificial Life: S. 424-431
Feld, Sebastian; Sedlmeier, Andreas; Friedrich, Markus; Franz, Jan und Belzner, Lenz
(2019):
Bayesian Surprise in Indoor Environments.
In: 27Th Acm Sigspatial International Conference on Advances in Geographic Information Systems (Acm Sigspatial Gis 2019): S. 129-138
Schmid, Kyrill; Belzner, Lenz; Gabor, Thomas und Phan, Thomy
(2018):
Action Markets in Deep Multi-Agent Reinforcement Learning.
In: Artificial Neural Networks and Machine Learning - Icann 2018, Pt Ii, Bd. 11140: S. 240-249
Gabor, Thomas; Belzner, Lenz; Phan, Thomy und Schmid, Kyrill
(2018):
Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms.
In: 15Th Ieee International Conference on Autonomic Computing (Icac 2018): S. 131-140
Buchbeitrag
Belzner, Lenz; Hennicker, Rolf und Wirsing, Martin
(2016):
OnPlan: A Framework for Simulation-Based Online Planning.
In: Braga, Christiano und Ölveczky, Peter Csaba (Hrsg.):
Formal Aspects of Component Software : 12th International Conference, FACS 2015, Niterói, Brazil, October 14-16, 2015, Revised Selected Papers. Lecture Notes in Computer Science, Bd. 9539. Springer. S. 1-30
Konferenzbeitrag
Sun, Xiyue; Pieroth, Fabian R.; Schmid, Kyrill; Wirsing, Martin und Belzner, Lenz
(2022):
On Learning Stable Cooperation in the Iterated Prisoner's Dilemma with Paid Incentives.
42nd International Conference on Distributed Computing Systems Workshops (ICDCSW), Bologna, Italy, 10 July 2022.
In: 2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW),
IEEE. S. 113-118
Phan, Thomy; Belzner, Lenz; Gabor, Thomas; Sedlmeier, Andreas; Ritz, Fabian und Linnhoff-Popien, Claudia
(2021):
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition.
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Virtual Event, February 2-9, 2021.
In: Proceedings of the AAAI Conference on Artificial Intelligence,
Bd. 35, Nr. 13
AAAI Press. S. 11308-11316
Schmid, Kyrill; Müller, Robert; Belzner, Lenz; Tochtermann, Johannes und Linnhoff-Popien, Claudia
(2021):
Distributed Emergent Agreements with Deep Reinforcement Learning.
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021.
In: 2021 International Joint Conference on Neural Networks (IJCNN),
S. 1-8
Belzner, Lenz; Beck, Michael Till; Gabor, Thomas; RoeIle, Harald und Sauer, Horst
(2016):
Software Engineering for Distributed Autonomous Real-Time Systems.
SEsCPS '16, Austin, Texas, May 14 - 22, 2016.
In: Proceedings of the 2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems,
New York, NY: Association for Computing Machinery. S. 54-57
Belzner, Lenz und Gabor, Thomas
(2016):
QoS-Aware Multi-Armed Bandits.
2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), Augsburg, Germany, 12-16 Sept. 2016.
IEEE Computer Soc.. S. 118-119
Gabor, Thomas; Belzner, Lenz; Kiermeier, Marie; Beck, Michael Till und Neitz, Alexander
(2016):
A Simulation-Based Architecture for Smart Cyber-Physical Systems.
2016 IEEE International Conference on Autonomic Computing (ICAC), Würzburg, Germany, July 18 - 22, 2016.
IEEE Computer Soc.. S. 374-379