Axel Plinge

Orcid: 0000-0001-7757-2953

According to our database1, Axel Plinge authored at least 35 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2023
Uncovering instabilities in variational-quantum deep Q-networks.
J. Frankl. Inst., November, 2023

Cutting multi-control quantum gates with ZX calculus.
Quantum, October, 2023

C-MCTS: Safe Planning with Monte Carlo Tree Search.
CoRR, 2023

Batch Quantum Reinforcement Learning.
CoRR, 2023

Efficient Beam Search for Initial Access Using Collaborative Filtering.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Quantum Policy Gradient Algorithm with Optimized Action Decoding.
Proceedings of the International Conference on Machine Learning, 2023

2022
A Survey on Quantum Reinforcement Learning.
CoRR, 2022

Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving.
CoRR, 2022

Incremental Data-Uploading for Full-Quantum Classification.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021
Can You Trust Your Autonomous Car? Interpretable and Verifiably Safe Reinforcement Learning.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2019
Perceptual Study of Near-Field Binaural Audio Rendering in Six-Degrees-of-Freedom Virtual Reality.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

2018
Distributed Expectation-Maximization Algorithm for Speaker Localization in Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

2017
Acoustic sensor network geometry calibration and applications.
PhD thesis, 2017

Bag-of-Features Methods for Acoustic Event Detection and Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Passive Online Geometry Calibration of Acoustic Sensor Networks.
IEEE Signal Process. Lett., 2017

Blind microphone geometry calibration using one reverberant speech event.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Evaluation of binaural reproduction systems from behavioral patterns in a six-degrees-of-freedom wayfinding task.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

2016
Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms.
IEEE Signal Process. Mag., 2016

Multi-microphone speech enhancement informed by auditory scene analysis.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Bag-of-Features Acoustic Event Detection for Sensor Networks.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

2015
Temporal Acoustic Words for Online Acoustic Event Detection.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

2014
Geometry calibration of multiple microphone arrays in highly reverberant environments.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

A Bag-of-Features approach to acoustic event detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

Multi-speaker tracking using multiple distributed microphone arrays.
Proceedings of the IEEE International Conference on Acoustics, 2014

Geometry calibration of distributed microphone arrays exploiting audio-visual correspondences.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Online multi-speaker tracking using multiple microphone arrays informed by auditory scene analysis.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Reverberation-Robust Online Multi-Speaker Tracking by Using a Microphone Array and CASA Processing.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

2011
Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter.
Proceedings of the IEEE International Conference on Acoustics, 2011

2007
A System for Control of Hearing Instrument Selection and Adjustment based on Evaluation of Correct Transmission of Speech Elements and Features.
Proceedings of the Conference and Workshop on Assistive Technologies for People with Vision and Hearing Impairments: Assistive Technology for All Ages (CVHI-2007), Granada, Spain, 28th, 2007

2002
Digital Speech Signal Processing to Compensate Severe Sensory Hearing Deficits: The /s, z, C, t/ Transposer Module in Simulation - An Overview and Examples.
Proceedings of the Computers Helping People with Special Needs, 2002

Selective Phoneme Spotting for Realization of an /s, z, C, t/ Transposer.
Proceedings of the Computers Helping People with Special Needs, 2002


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