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2020 – today
- 2024
[c26]Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading. IJCNN 2024: 1-9- [c25]Quirin Göttl, Haris Asif, Alexander Mattick, Robert Marzilger, Axel Plinge:
Automated Design in Hybrid Action Spaces by Reinforcement Learning and Differential Evolution. KI 2024: 292-299 - [i16]Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier:
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. CoRR abs/2404.06314 (2024) - [i15]Nico Meyer, Martin Röhn, Jakob Murauer, Axel Plinge, Christopher Mutschler, Daniel D. Scherer:
Comprehensive Library of Variational LSE Solvers. CoRR abs/2404.09916 (2024) - [i14]Nico Meyer, Jakob Murauer, Alexander Popov, Christian Ufrecht, Axel Plinge, Christopher Mutschler, Daniel D. Scherer:
Warm-Start Variational Quantum Policy Iteration. CoRR abs/2404.10546 (2024) - [i13]Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer:
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule. CoRR abs/2404.15751 (2024) - 2023
- [j6]Maja Franz
, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer:
Uncovering instabilities in variational-quantum deep Q-networks. J. Frankl. Inst. 360(17): 13822-13844 (2023) - [j5]Christian Ufrecht, Maniraman Periyasamy, Sebastian Rietsch, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Cutting multi-control quantum gates with ZX calculus. Quantum 7: 1147 (2023) - [c24]Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann:
Quantum Policy Gradient Algorithm with Optimized Action Decoding. ICML 2023: 24592-24613 - [c23]Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann:
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning. QCE 2023: 36-41 - [c22]Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients. QCE 2023: 450-456 - [c21]George Yammine, Georgios D. Kontes, Norbert Franke, Axel Plinge, Christopher Mutschler:
Efficient Beam Search for Initial Access Using Collaborative Filtering. WCNC 2023: 1-6 - [i12]Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann:
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning. CoRR abs/2304.13571 (2023) - [i11]Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients. CoRR abs/2305.00224 (2023) - [i10]Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Batch Quantum Reinforcement Learning. CoRR abs/2305.00905 (2023) - [i9]Dinesh Parthasarathy, Georgios D. Kontes, Axel Plinge, Christopher Mutschler:
C-MCTS: Safe Planning with Monte Carlo Tree Search. CoRR abs/2305.16209 (2023) - 2022
- [c20]Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler:
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility. ITSC 2022: 1342-1349 - [c19]Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler:
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies. ITSC 2022: 1913-1920 - [c18]Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Incremental Data-Uploading for Full-Quantum Classification. QCE 2022: 31-37 - [i8]Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer:
Uncovering Instabilities in Variational-Quantum Deep Q-Networks. CoRR abs/2202.05195 (2022) - [i7]Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler:
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility. CoRR abs/2203.07676 (2022) - [i6]Lukas M. Schmidt, Sebastian Rietsch, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler:
How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies. CoRR abs/2203.08409 (2022) - [i5]Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Incremental Data-Uploading for Full-Quantum Classification. CoRR abs/2205.03057 (2022) - [i4]Sebastian Rietsch, Shih-Yuan Huang, Georgios D. Kontes, Axel Plinge, Christopher Mutschler:
Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving. CoRR abs/2207.11432 (2022) - [i3]George Yammine, Georgios D. Kontes, Norbert Franke, Axel Plinge, Christopher Mutschler:
Efficient Beam Search for Initial Access Using Collaborative Filtering. CoRR abs/2209.06669 (2022) - [i2]Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
A Survey on Quantum Reinforcement Learning. CoRR abs/2211.03464 (2022) - [i1]Nico Meyer, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Michael J. Hartmann:
Quantum Policy Gradient Algorithm with Optimized Action Decoding. CoRR abs/2212.06663 (2022) - 2021
- [c17]Lukas M. Schmidt, Georgios D. Kontes, Axel Plinge, Christopher Mutschler:
Can You Trust Your Autonomous Car? Interpretable and Verifiably Safe Reinforcement Learning. IV 2021: 171-178
2010 – 2019
- 2019
- [c16]Olli S. Hurnmukainen, Sebastian J. Schlecht, Thomas Robotham, Axel Plinge, Emanuël Anco Peter Habets:
Perceptual Study of Near-Field Binaural Audio Rendering in Six-Degrees-of-Freedom Virtual Reality. VR 2019: 448-454 - 2018
- [j4]Yuval Dorfan, Axel Plinge, Gershon Hazan, Sharon Gannot:
Distributed Expectation-Maximization Algorithm for Speaker Localization in Reverberant Environments. IEEE ACM Trans. Audio Speech Lang. Process. 26(3): 682-695 (2018) - 2017
- [b1]Axel Plinge:
Acoustic sensor network geometry calibration and applications. Technical University of Dortmund, Germany, 2017 - [j3]Axel Plinge, Gernot A. Fink, Sharon Gannot:
Passive Online Geometry Calibration of Acoustic Sensor Networks. IEEE Signal Process. Lett. 24(3): 324-328 (2017) - [j2]Rene Grzeszick, Axel Plinge, Gernot A. Fink:
Bag-of-Features Methods for Acoustic Event Detection and Classification. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1242-1252 (2017) - [c15]Olli Rummukainen, Sebastian J. Schlecht, Axel Plinge, Emanuël A. P. Habets:
Evaluation of binaural reproduction systems from behavioral patterns in a six-degrees-of-freedom wayfinding task. QoMEX 2017: 1-3 - [c14]Ofer Schwartz, Axel Plinge, Emanuël A. P. Habets, Sharon Gannot:
Blind microphone geometry calibration using one reverberant speech event. WASPAA 2017: 131-135 - 2016
- [j1]Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach, Gernot A. Fink:
Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms. IEEE Signal Process. Mag. 33(4): 14-29 (2016) - [c13]Julian Kürby, Rene Grzeszick, Axel Plinge, Gernot A. Fink:
Bag-of-Features Acoustic Event Detection for Sensor Networks. DCASE 2016: 55-59 - [c12]Axel Plinge, Sharon Gannot:
Multi-microphone speech enhancement informed by auditory scene analysis. SAM 2016: 1-5 - 2015
- [c11]Rene Grzeszick, Axel Plinge, Gernot A. Fink:
Temporal Acoustic Words for Online Acoustic Event Detection. GCPR 2015: 142-153 - 2014
- [c10]Axel Plinge, Gernot A. Fink:
Geometry calibration of distributed microphone arrays exploiting audio-visual correspondences. EUSIPCO 2014: 116-120 - [c9]Axel Plinge, Gernot A. Fink:
Multi-speaker tracking using multiple distributed microphone arrays. ICASSP 2014: 614-618 - [c8]Axel Plinge, Rene Grzeszick, Gernot A. Fink:
A Bag-of-Features approach to acoustic event detection. ICASSP 2014: 3704-3708 - [c7]Axel Plinge, Gernot A. Fink:
Geometry calibration of multiple microphone arrays in highly reverberant environments. IWAENC 2014: 243-247 - 2013
- [c6]Axel Plinge, Gernot A. Fink:
Online multi-speaker tracking using multiple microphone arrays informed by auditory scene analysis. EUSIPCO 2013: 1-5 - 2012
- [c5]Axel Plinge, Marius H. Hennecke, Gernot A. Fink:
Reverberation-Robust Online Multi-Speaker Tracking by Using a Microphone Array and CASA Processing. IWAENC 2012 - 2011
- [c4]Axel Plinge, Daniel Hauschildt, Marius H. Hennecke, Gernot A. Fink:
Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter. ICASSP 2011: 2476-2479
2000 – 2009
- 2007
- [c3]Axel Plinge, Dieter Bauer:
A System for Control of Hearing Instrument Selection and Adjustment based on Evaluation of Correct Transmission of Speech Elements and Features. CVHI 2007 - 2002
- [c2]Dieter Bauer, Axel Plinge, Martin Finke:
Selective Phoneme Spotting for Realization of an /s, z, C, t/ Transposer. ICCHP 2002: 153-161 - [c1]Dieter Bauer, Axel Plinge, Martin Finke:
Digital Speech Signal Processing to Compensate Severe Sensory Hearing Deficits: The /s, z, C, t/ Transposer Module in Simulation - An Overview and Examples. ICCHP 2002: 168-169
Coauthor Index
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last updated on 2024-09-21 02:41 CEST by the dblp team
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