Browse by Degree programme

A

Al Hamzi, Nadir (2022) Parameter efficient transfer learning and fine-tuning of BERT-based transformers for Arabic QA. Master's Thesis / Essay, Artificial Intelligence.

B

Battu, Surender Harsha (2022) A Communication Framework for Autonomous Vehicles. Master's Thesis / Essay, Artificial Intelligence.

Berki, Catalin Flaviu (2022) Development and Integration of Direct Control Deep Learning Networks on a Smart Transfemoral Prosthesis. Master's Thesis / Essay, Artificial Intelligence.

Bijlsma, R (2022) Forest fire spread prediction using particle swarm optimization. Master's Thesis / Essay, Artificial Intelligence.

Boer, Caitlin de (2022) Extracting respiratory signals from thoracic surface EMG using machine learning for source separation. Master's Thesis / Essay, Artificial Intelligence.

Boersma, Jussi (2022) Detecting Heart Arrhythmia Syndrome in Multi-Channel Electrocardiograms Using 1D and 2D Deep-Learning Methods. Master's Thesis / Essay, Artificial Intelligence.

Bos, Hidde van den (2022) Using physics-informed neural networks to reduce data dependence. Master's Thesis / Essay, Artificial Intelligence.

Brandenburg, Jeroen van (2022) Sim2Real Segmentation for Monitoring Biofouling in Underwater Systems. Master's Thesis / Essay, Artificial Intelligence.

Brilman, Egbert (2022) Overcoming sparse rewards with Deep Quality-Value learning. Master's Thesis / Essay, Artificial Intelligence.

Buiten, Koen (2022) Multi-View 3D Object Recognition: Selecting the Best Sequences of Views. Master's Thesis / Essay, Artificial Intelligence.

C

Cordes, Lars (2022) Transfer Learning for Motor Imagery Classification in Low-Cost Brain-computer Interface Systems. Master's Thesis / Essay, Artificial Intelligence.

D

Dam, Mark, van (2022) Multi-agent Reinforcement Learning: Comparing Approaches in the Game of Wizard. Master's Thesis / Essay, Artificial Intelligence.

Demirci, Umut Mert (2022) Into a New Home Voting Methods for Honeybees Nest Site Decision-making. Master's Thesis / Essay, Artificial Intelligence.

Desai, Nachiket (2022) DenseTransformer: Direct 6D OPE using self-attention on dense representations. Master's Thesis / Essay, Artificial Intelligence.

Desai, Nachiket (2022) DenseTransformer: Direct 6D Object Pose Estimation using Transformer and Self-attention on Dense Representations. Master's Thesis / Essay, Artificial Intelligence.

Dupuis, Nicholas Kees (2022) Theory of Mind for Multi-agent Coordination in Hanabi. Master's Thesis / Essay, Artificial Intelligence.

E

Erdmann, Niklas (2022) Dynamic Modeling of a P(VDF-TrFE-CTFE)-Composite Soft Actuator. Master's Thesis / Essay, Artificial Intelligence.

H

Hoekstra, Jeroen (2022) Solving Classification Problems Using Systolic Arrays and Multi-agent Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

J

Jong, Niels de (2022) Accelerated Learning and Potential Explainability Gains Through Object-Based Deep Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

K

Koelewijn, Lex (2022) The Effects of Proof-of-Stake Design on Consensus: a Game-Theoretical Simulation-Based Approach. Master's Thesis / Essay, Artificial Intelligence.

L

Lambert, Daan (2022) Swimmer Classificationusing an Artificial Lateral Lineand Time Series Approaches. Master's Thesis / Essay, Artificial Intelligence.

Langemheen, Hogir (Kyle) van de (2022) Exploring Conceptor Regularization for Incremental Learning of Segmentation Tasks. Master's Thesis / Essay, Artificial Intelligence.

Langeveld, Lonneke (2022) Privacy matters: Translating privacy-sensitive texts using anonymization. Master's Thesis / Essay, Artificial Intelligence.

Latief, Zulikah (2022) Correcting for physical activity confounders of Heart Rate Variability using Machine Learning and Reservoir Computing. Master's Thesis / Essay, Artificial Intelligence.

Leeuwen, Ludi van (2022) Investigating Bayesian Networks For Reasoning With Evidence By Using Agent-Based Simulations. Master's Thesis / Essay, Artificial Intelligence.

Lopez Gordillo, Julian (2022) Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

M

Mahadeva Rao, Bharath Raj (2022) Extensions of Sampled Policy Gradient. Master's Thesis / Essay, Artificial Intelligence.

Mak, Ivar (2022) Target Driven Object Grasping in Highly Cluttered Scenarios through Domain Randomization and Active Segmentation. Master's Thesis / Essay, Artificial Intelligence.

Miedema, Daniel (2022) Zero-suppression Decision Diagrams versus Binary Decision Diagrams on Dynamic Epistemic Logic Model Checking. Master's Thesis / Essay, Artificial Intelligence.

Mokhtar, Kamal (2022) Self-Supervised Learning for Joint Pushing and Grasping Policies in Highly Cluttered Environments. Master's Thesis / Essay, Artificial Intelligence.

Mundigehalla Sreedhara, Chandan (2022) Deep reinforcement learning and reward shaping for a musculoskeletal model of a transfemoral amputee with a prosthesis during normal walking. Master's Thesis / Essay, Artificial Intelligence.

Mundigehalla Sreedhara, Chandan (2022) Surface defect detection on battery steel. Master's Thesis / Essay, Artificial Intelligence.

N

Nair, Anjali (2022) Combining Model-based and Model-free approaches in achieving sample efficieny in Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

Nikonov, Arseniy (2022) Exploring the latent space of the StyleGAN model for the controlled generation of synthetic colonoscopy image. Master's Thesis / Essay, Artificial Intelligence.

O

O'Loughlin, Ryan (2022) Learning Rules and Topologies for Liquid State Machines: A Survey of Performance and Representational Dynamics for Image and Speech Recognition. Master's Thesis / Essay, Artificial Intelligence.

Ogum, Brown (2022) Training a Physics-Based Osseointegrated Transfemoral Amputee Model with a Reduced State Observation using Deep Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

P

Perin, Francesca (2022) Finding optimal containment policies to balance GDP and mortality in a SEIARDS-V model using reinforcement learning. Master's Thesis / Essay, Artificial Intelligence.

Prehn, Sebastian (2022) Deep Learned 3D Convolution for Organoid Segmentation. Master's Thesis / Essay, Artificial Intelligence.

R

Rest, Wessel van der (2022) The impact of sports on mental health: How wearable technology can help us control and maintain our state of mind. Master's Thesis / Essay, Artificial Intelligence.

Roothaert, Ritten (2022) Improving Data Assimilation Approach for Estimating CO2 Surface Fluxes Using ML. Master's Thesis / Essay, Artificial Intelligence.

S

Salamon, Daniel (2022) Automatic Documentation of RPA Projects with Transformer Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

Sreenivasan, Vishal (2022) Multimodal Neural Networks To Classify Copyrighted Images in Manuscripts. Master's Thesis / Essay, Artificial Intelligence.

Stanulov, Hristo (2022) Infusing Knowledge in Stock Market Decision Support System. Master's Thesis / Essay, Artificial Intelligence.

T

Timmermans, Jordi (2022) Learning dynamic control using a neuromuscular-inspired ensemble of second-order RC filters for neuromorphic computing. Master's Thesis / Essay, Artificial Intelligence.

Tănase, Valentin Alexandru (2022) An Analysis of the Elements of the Deadly Triad of Deep Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

U

Ubels, Nick (2022) Predicting unplanned vehicle swaps for electric opportunity-charged buses using neural networks. Master's Thesis / Essay, Artificial Intelligence.

Uzodinma, Ethelbert (2022) Improving Domain Robustness on Translating Out Domain Corpus. Master's Thesis / Essay, Artificial Intelligence.

V

Valk, Max (2022) Test selection, minimization and prioritization. Master's Thesis / Essay, Artificial Intelligence.

Vegter, Rik (2022) Optimizing the financial gain for credit card fraud detection systems using machine learning techniques Rik Vegter. Master's Thesis / Essay, Artificial Intelligence.

Velde, Tomas van der (2022) Are capsule networks sufficient for grasping familiar objects?: An approach and experiments with a dual-arm robot. Master's Thesis / Essay, Artificial Intelligence.

Veldhuyzen, Paul (2022) Sleep Modelling: an ACT-R Model of Declarative Memory Consolidation Between Study Sessions. Master's Thesis / Essay, Artificial Intelligence.

Velich, Maximilian (2022) Context is All You Need: Comparing Transformer-based to RNN-based Models in a Handwritten Text Recognition Task. Master's Thesis / Essay, Artificial Intelligence.

Vree, Leanne, de (2022) Using Machine and Deep Learning Methods for the Prediction of Clinical Deterioration in the Emergency Department based on ECG Waveforms and Vital Signs. Master's Thesis / Essay, Artificial Intelligence.

Vries, O.I. de (2022) Simulating Social Interaction in Times of COVID Restrictions. Master's Thesis / Essay, Artificial Intelligence.

W

Werff, Tobias van der (2022) Improving Offline Handwritten Text Recognition Using Conditional Writer-Specific Knowledge. Master's Thesis / Essay, Artificial Intelligence.

Winter, Boris (2022) Buy-or-Rent Decisions in a Two-Token Blockchain Network. Master's Thesis / Essay, Artificial Intelligence.