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Employment (1)

Ludwig-Maximilians-Universität München: Munchen, Bayern, DE

Research Associate
Employment
Source: Self-asserted source
Fabian Ritz

Works (21)

Discriminative Reward Co-Training

2023-12-11 | Preprint
DOI: 10.21203/rs.3.rs-3726260/v1
Contributors: Philipp Altmann; Fabian Ritz; Maximilian Zorn; Michael Kölle; Thomy Phan; Thomas Gabor; Claudia Linnhoff-Popien
Source: check_circle
Crossref

Capturing Dependencies Within Machine Learning via a Formal Process Model

2022 | Book chapter
DOI: 10.1007/978-3-031-19759-8_16
Contributors: Fabian Ritz; Thomy Phan; Andreas Sedlmeier; Philipp Altmann; Jan Wieghardt; Reiner Schmid; Horst Sauer; Cornel Klein; Claudia Linnhoff-Popien; Thomas Gabor
Source: check_circle
Crossref

Emergent Cooperation from Mutual Acknowledgment Exchange

21st International Conference on Autonomous Agents and Multiagent Systems
2022 | Conference paper
Part of ISBN: 9781450392136
Contributors: Thomy Phan; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Specification Aware Multi-Agent Reinforcement Learning

2022 | Book chapter
DOI: 10.1007/978-3-031-10161-8_1
Contributors: Fabian Ritz; Thomy Phan; Robert Müller; Thomas Gabor; Andreas Sedlmeier; Marc Zeller; Jan Wieghardt; Reiner Schmid; Horst Sauer; Cornel Klein et al.
Source: check_circle
Crossref

A Sustainable Ecosystem through Emergent Cooperation in Multi-Agent Reinforcement Learning

The 2021 Conference on Artificial Life
2021 | Conference paper
DOI: 10.1162/isal_a_00399
Contributors: Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning

13th International Conference on Agents and Artificial Intelligence
2021 | Conference paper
DOI: 10.5220/0010185800490056
Contributors: Robert Müller; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Acoustic Leak Detection in Water Networks

13th International Conference on Agents and Artificial Intelligence
2021 | Conference paper
DOI: 10.5220/0010295403060313
Contributors: Robert Müller; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Analysis of Feature Representations for Anomalous Sound Detection

13th International Conference on Agents and Artificial Intelligence
2021 | Conference paper
DOI: 10.5220/0010226800970106
Contributors: Robert Müller; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning

13th International Conference on Agents and Artificial Intelligence
2021 | Conference paper
DOI: 10.5220/0010189500280037
Contributors: Fabian Ritz
Source: Self-asserted source
Fabian Ritz

VAST: Value Function Factorization with Variable Agent Sub-Teams

Advances in Neural Information Processing Systems
2021 | Conference paper
URI:

https://openreview.net/forum?id=hyJKKIhfxxT
Contributors: Thomy Phan; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition

Proceedings of the AAAI Conference on Artificial Intelligence
2021-05-18 | Journal article
DOI: 10.1609/aaai.v35i13.17348
Part of ISSN: 2374-3468
Part of ISSN: 2159-5399
Contributors: Fabian Ritz; Thomy Phan
Source: Self-asserted source
Fabian Ritz

Foraging Swarms using Multi-Agent Reinforcement Learning

The 2020 Conference on Artificial Life
2020 | Conference paper
DOI: 10.1162/isal_a_00267
Contributors: Carsten Hahn; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Learning and Testing Resilience in Cooperative Multi-Agent Systems

19th International Conference on Autonomous Agents and MultiAgent Systems
2020 | Conference paper
Part of ISBN: 9781450375184
Contributors: Thomy Phan; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Nash Equilibria in Multi-Agent Swarms

12th International Conference on Agents and Artificial Intelligence
2020 | Conference paper
DOI: 10.5220/0008990802340241
Part of ISBN: 9789897583957
Contributors: Carsten Hahn; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Soccer Team Vectors

Machine Learning and Knowledge Discovery in Databases
2020 | Conference paper
DOI: 10.1007/978-3-030-43887-6_19
Part of ISBN: 9783030438869
Part of ISBN: 9783030438876
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Contributors: Robert Müller; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Towards Ecosystem Management from Greedy Reinforcement Learning in a Predator-Prey Setting

The 2020 Conference on Artificial Life
2020 | Conference paper
DOI: 10.1162/isal_a_00273
Source: Self-asserted source
Fabian Ritz

The scenario coevolution paradigm: adaptive quality assurance for adaptive systems

International Journal on Software Tools for Technology Transfer
2020-08 | Journal article
DOI: 10.1007/s10009-020-00560-5
Part of ISSN: 1433-2779
Part of ISSN: 1433-2787
Contributors: Thomas Gabor; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

The Holy Grail of Quantum Artificial Intelligence

Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops
2020-06-27 | Conference paper
DOI: 10.1145/3387940.3391469
Part of ISBN: 9781450379632
Contributors: Thomas Gabor; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems
2019 | Conference paper
Part of ISBN: 9781450363099
Contributors: Thomy Phan; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

Deep Neural Baselines for Computational Paralinguistics

Interspeech 2019
2019-09-15 | Conference paper
DOI: 10.21437/interspeech.2019-2478
Contributors: Daniel Elsner; Fabian Ritz
Source: Self-asserted source
Fabian Ritz

The Impact of Uncle Rewards on Selfish Mining in Ethereum

2018 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
2018-04 | Conference paper
DOI: 10.1109/eurospw.2018.00013
ISBN: 9781538654453
Source: Self-asserted source
Fabian Ritz
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