From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “function approximation” 157

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation
2024 SIAM Journal on Optimization article Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı, Niao He, R. Srikant

10

citations
Function Approximation
2020 Springer eBooks book-chapter Computer Science Artificial Intelligence in Games

Aske Plaat

1

citations
Approximation and Generalization Capacities of Parametrized Quantum Circuits for Functions in Sobolev Spaces
2025 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

David Dechant, Jordi Tura, Vedran Dunjko

6

citations
A comparison study of supervised learning techniques for the approximation of high dimensional functions and feedback control
2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Mathias Oster, Luca Saluzzi, Tizian Wenzel

1

citations
Constrained Multi-Objective Optimization with a Limited Budget of Function Evaluations
2022 Memetic Computing article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Roy de Winter, Philip Bronkhorst, Bas van Stein, Thomas Bäck

26

citations
A Learning-Based Control Barrier Function for Car-Like Robots: Toward Less Conservative Collision Avoidance
2025 European Control Conference (ECC) conference-paper Computer Science Robotic Path Planning Algorithms

Jianye Xu, Bassam Alrifaee

0

citations
A Learning-Based Control Barrier Function for Car-Like Robots: Toward Less Conservative Collision Avoidance
2024 arXiv (Cornell University) preprint Computer Science Robotic Path Planning Algorithms Open access

Jianye Xu, Bassam Alrifaee

0

citations
A Comparison Study of Supervised Learning Techniques for the Approximation of High Dimensional Functions and Feedback Control
2024 Dynamic Games and Applications article Computer Science Adaptive Dynamic Programming Control Open access

Mathias Oster, Luca Saluzzi, Tizian Wenzel

2

citations
Quantum Clustering Analysis: Minima of the Potential Energy Function
2020 conference-paper Computer Science Advanced Clustering Algorithms Research Open access

Aude Maignan

0

citations
Deep kernel video approximation for unsupervised action segmentation
2026 arXiv (Cornell University) preprint Computer Science Human Pose and Action Recognition Open access

Silvia L. Pintea, Jouke Dijkstra

0

citations
Deep kernel video approximation for unsupervised action segmentation
2026 arXiv (Cornell University) preprint Computer Science Human Pose and Action Recognition Open access

Silvia L. Pintea, Jouke Dijkstra

0

citations
Sharp bounds for non-adaptive randomized approximation of high-dimensional noisy vectors
2026 arXiv (Cornell University) preprint Computer Science Complexity and Algorithms in Graphs Open access

Robert J. Kunsch, Marcin Wnuk

0

citations
Universal approximation of continuous functions with minimal quantum circuits
2025 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

Adrián Pérez-Salinas, Mahtab Yaghubi Rad, Alice Barthe, Vedran Dunjko

1

citations
Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms
2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Manuel López‐Ibáñez, Diederick Vermetten, Johann Dréo, Carola Doerr

21

citations
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations
2022 Journal of Global Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Bhupinder Singh Saini, Michael Emmerich, Atanu Mazumdar, Bekir Afşar, Babooshka Shavazipour, Kaisa Miettinen

5

citations
Analytic Filter-Function Derivatives for Quantum Optimal Control
2022 Physical Review Applied article Computer Science Quantum Computing Algorithms and Architecture Open access

Isabel Nha Minh Le, Julian D. Teske, Tobias Hangleiter, Pascal Cerfontaine, Hendrik Bluhm

15

citations
Examining the interrelation behavior of distance metrics for head-related transfer function evaluation: a case study
2023 Acta Acustica article Computer Science Speech and Audio Processing Open access

Shaima’a Doma, Natálie Brožová, Janina Fels

3

citations
Multi-Function CIM Array for Genome Alignment Applications built with Fully Digital Flow
2022 IEEE Nordic Circuits and Systems Conference (NorCAS) conference-paper Computer Science Network Packet Processing and Optimization

Christian Lanius, Tobias Gemmeke

8

citations
Deep Value-Based Reinforcement Learning
2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

Aske Plaat

3

citations
Distinguished In Uniform: Self Attention Vs. Virtual Nodes
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Eran Rosenbluth, Jan Tönshoff, Martin Ritzert, Berke Kisin, Martin Grohe

0

citations
Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks
2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Xiyue Zhang, Holger H. Hoos, Marta Kwiatkowska, Jan N. van Rijn

0

citations
Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints
2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Roy de Winter, Bas Milatz, Julian Blank, Bas van Stein, Thomas Bäck, Kalyanmoy Deb

0

citations
The Kolmogorov–Arnold representation theorem revisited
2021 University of Twente Research Information article Computer Science Neural Networks and Applications Open access

283

citations
The Kolmogorov–Arnold representation theorem revisited
2021 Neural Networks article Computer Science Neural Networks and Applications Open access

Johannes Schmidt-Hieber

5

citations
Finite-Time Analysis of Natural Actor-Critic for POMDPs
2024 SIAM Journal on Mathematics of Data Science article Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı, Niao He, R. Srikant

2

citations