Browse by Degree programme

A

Allam, Sarah-Emanuela (2022) Classifying Poses throughout Art History with Transfer Learning. Bachelor's Thesis, Artificial Intelligence.

B

Baratov, Farrukh (2022) Towards safer autonomous vehicles: Applying uncertainty quantification to pedestrian detectors. Bachelor's Thesis, Artificial Intelligence.

Barbu, Ionut-Cosmin (2022) Scaffolding driving in continuous-action reinforcement learning. Bachelor's Thesis, Artificial Intelligence.

Berends, Sanne (2022) Equipping Braitenberg Vehicles with Lights and its Effect on the Evolutionary Processes of Braitenberg’s Experiment Six. Bachelor's Thesis, Artificial Intelligence.

Bikowski, Januska (2022) Diffusion of Post-retraction Citations: An Awareness-based Model. Bachelor's Thesis, Artificial Intelligence.

Bikowski, Januska Nikita (2022) Diffusion of Post-retraction Citations: An Awareness-based Model. Bachelor's Thesis, Artificial Intelligence.

Bischoff, Philipp (2022) Decision making in swarm intelligence: replicating and expanding an agent-based model of nest-site choice by honeybee swarms. Bachelor's Thesis, Artificial Intelligence.

Boar, Antonio-Ionut (2022) Solving Chess Endgames Using Q Learning. Bachelor's Thesis, Artificial Intelligence.

Boer, Jakob de (2022) Distance Limited Social Network Change For Social Network Models. Bachelor's Thesis, Artificial Intelligence.

Boers, Julia (2022) Explanation methods for regression tasks. Bachelor's Thesis, Artificial Intelligence.

Bonnema, Gert (2022) Classifying Mental Effort With Machine Learning Using Heart Rate Variability Data. Bachelor's Thesis, Artificial Intelligence.

Bornemann, Lennard (2022) The Lottery Ticket Hypothesis in Deep Reinforcement Learning. Bachelor's Thesis, Artificial Intelligence.

Bricman, Paul (2022) Nested State Clouds: Distilling Knowledge Graphs from Contextual Embeddings. Bachelor's Thesis, Artificial Intelligence.

Brink, Ivo (2022) Avoiding Brownian motion by utilizing consequential action selection in reinforcement learning for robotics. Bachelor's Thesis, Artificial Intelligence.

Brouwer, Eric (2022) Supervised Versus Self-Supervised: Which is Better for Biomedical Image Segmentation? Bachelor's Thesis, Artificial Intelligence.

Budazhapova, Darima (2022) I know exactly what I know (and so do you): constructing an epistemic logic bot in S5 with one or more agents. Bachelor's Thesis, Artificial Intelligence.

Burg, Anna van der (2022) Crime forecasting using echo state neural networks and ensemble learning. Bachelor's Thesis, Artificial Intelligence.

C

Chatterji, Satchit (2022) Using Context to Disambiguate Similar Signals Using Conceptors. Bachelor's Thesis, Artificial Intelligence.

Chen, Jing (2022) Investigating Statistical Tone Learning by Analyzing Mismatch Negativity in ERP Results. Bachelor's Thesis, Artificial Intelligence.

Cheon, Hamin (2022) A Transfer Learning Analysis of The Deep Deterministic Policy Gradient Method. Bachelor's Thesis, Artificial Intelligence.

Chiementin, Tommy (2022) The effect of movement difficulty gradually increasing across space on the performance of simulated robots. Bachelor's Thesis, Artificial Intelligence.

Coslar, David (2022) Dissecting RNNs Through conceptors: Exploring an RNN's Learning Behaviour. Bachelor's Thesis, Artificial Intelligence.

Cupic, Martin (2022) Improvements to Offline Versus Online OCR. Bachelor's Thesis, Artificial Intelligence.

D

Dima, Alina Elena (2022) A Physically Inspired Memristor Model of the Ni/Nb:SrTiO3 Schottky Interface and Its Applications. Bachelor's Thesis, Artificial Intelligence.

Dimofte, Alexandru (2022) On the existence of Early-Bird tickets in Reinforcement Learning and how to find them. Bachelor's Thesis, Artificial Intelligence.

Drijfhout, Pieter Matthias and Velvis, Lucas (2022) Evaluating multiple strategies in 'n'-player game The Mind. Bachelor's Thesis, Artificial Intelligence.

During, Joël (2022) Predicting Editor Activity for Open-Access Mega-Journals Using Fixed-Size Abstract Embeddings. Bachelor's Thesis, Artificial Intelligence.

E

Eijpe, Aniek (2022) Learning to Descend Stairs and Ramps: Deep Reinforcement Learning for a Physics-based Human Musculoskeletal Model. Bachelor's Thesis, Artificial Intelligence.

F

Falzari, Massimiliano (2022) Autoencoder-based Deep Reinforcement Learning for ground-level walking of Human Musculoskeletal models. Bachelor's Thesis, Artificial Intelligence.

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Gallo, Marco Andrea (2022) Addressing Bootstrapping Errors in Offline Reinforcement Learning with Ensembles. Bachelor's Thesis, Artificial Intelligence.

Gamil, Mohamed (2022) Evaluating Handwritten Text Recognition Using a Convolutional Recurrent Neural Network. Bachelor's Thesis, Artificial Intelligence.

Gast, Philip (2022) A comparison of YOLOv5 and Detectron2 object detectors in identyfing teeth from photographic dental images. Bachelor's Thesis, Artificial Intelligence.

Gunawan, Fransiskus Adrian (2022) Machine/Deep Learning aided Major Depressive Disorder Diagnosis based on Speech Signals. Bachelor's Thesis, Artificial Intelligence.

H

Herrmann, Nikolai (2022) Object Anchoring for Human-Robot Interaction: Connecting Sensor Data to Symbols. Bachelor's Thesis, Artificial Intelligence.

Hollander, Jördis (2022) Application of the Ant Colony Algorithm in the Identification of Globular Clusters. Bachelor's Thesis, Artificial Intelligence.

Hulten, Janneke van (2022) CPU Usage of Applications Making Use of Machine Learning. Bachelor's Thesis, Artificial Intelligence.

J

Jong, Bas de (2022) Key Factors of Mental Well-Being during the COVID-19 Pandemic in the Netherlands using Supervised Machine Learning. Bachelor's Thesis, Artificial Intelligence.

K

Kahmann, Daan (2022) Emotion dynamics in Tibetan monks and healthy Westerners. Bachelor's Thesis, Artificial Intelligence.

Klinker, Anthony (2022) Sanity checks for Uncertainty quantification methods. Bachelor's Thesis, Artificial Intelligence.

Kock, Robin (2022) Exploring Physics-Based Human Musculoskeletal Control using Deep Reinforcement Learning. Bachelor's Thesis, Artificial Intelligence.

Kool, Jesper (2022) Brain lateralization of auditory speech perturbation. Bachelor's Thesis, Artificial Intelligence.

Koopal, Reimer (2022) Using Deep Reinforcement Learning Methods to Play the Game of 'Skull'. Bachelor's Thesis, Artificial Intelligence.

Koopmans, Lisa (2022) The Effects of Character-Level Data Augmentation on the Style-Based Dating of Historical Manuscripts. Bachelor's Thesis, Artificial Intelligence.

Kosters, Tom (2022) On the presence of Winning Tickets in Reinforcement Learning. Bachelor's Thesis, Artificial Intelligence.

L

Laan, Ben van der (2022) Using data augmentation to train a deep reinforcement learning agent to play Atari breakout. Bachelor's Thesis, Artificial Intelligence.

Laan, Thijs van der (2022) Multi-Task Learning on classic control tasks with Deep Q Learning. Bachelor's Thesis, Artificial Intelligence.

Laitenberger, Filipe (2022) Multi-Modal Image and Text Processing Using a Transformer for Sub-Figure Sequence Classification with or without a convolutional pre-processor. Bachelor's Thesis, Artificial Intelligence.

Lange, Carl (2022) Towards Smooth Policies in Deep Reinforcement Learning for Musculoskeletal Simulations of Human Walking. Bachelor's Thesis, Artificial Intelligence.

Lange, Lennard de (2022) Annotating ECG signals using echo state networks as a time series classifier. Bachelor's Thesis, Artificial Intelligence.

Lange, Roben de (2022) Combining generative modelling and reinforcement learning to train a maze-solving agent. Bachelor's Thesis, Artificial Intelligence.

Lesnic, Galina (2022) Report: Applying Transformer Network to Assist with Scoring Medical Notes. Bachelor's Thesis, Artificial Intelligence.

Levente, Foldesi (2022) Uncertainty estimation with neural network for time series data. Bachelor's Thesis, Artificial Intelligence.

Luinge, Rutger (2022) Deep Reinforcement Learning for Gait generation of a Musculoskeletal Model in a Physics-Based Simulation on Even and Uneven Terrain. Bachelor's Thesis, Artificial Intelligence.

Lujala, Lauri (2022) Effects of feature engineering on prediction of health on the basis of mobile sensor data. Bachelor's Thesis, Artificial Intelligence.

M

Mahadeshwar, Ruhi Umesh (2022) Predicting interference effects for the processing of subject-verb agreement in comprehension in Marathi. Bachelor's Thesis, Artificial Intelligence.

Majeris, Mantas (2022) Extending the QV family of deep reinforcement learning algorithms: DQV2 and DQV-Max2. Bachelor's Thesis, Artificial Intelligence.

Mandagere Somasundar, Adithya (2022) Transformers Based Sequence Modelling for Benchmarking the Monk Dataset. Bachelor's Thesis, Artificial Intelligence.

McAuley, Mícáel (2022) Conspiracy and Mental Well-Being: A Dynamic Network Analysis. Bachelor's Thesis, Artificial Intelligence.

Merks, Maurits (2022) Transfering knowledge from ImageNet to brain tumor detection using Vision Transformers. Bachelor's Thesis, Artificial Intelligence.

Milanese, Samuele (2022) Transfer Learning with Uncertain Features. Bachelor's Thesis, Artificial Intelligence.

Minculescu, Andreea (2022) Mindlessly Driving or Singing Along: Measuring Driving Performance in ACT-R. Bachelor's Thesis, Artificial Intelligence.

Mkhitaryan, David (2022) Pairing a Compact Memristor Model to a Spiking Neural Network Simulator. Bachelor's Thesis, Artificial Intelligence.

Monne, Lucas (2022) Understanding Vision Transformers Through Transfer Learning. Bachelor's Thesis, Artificial Intelligence.

Mueller, Luca (2022) Transfer of Experience Replay in Deep Reinforcement Learning. Bachelor's Thesis, Artificial Intelligence.

Musch, Ronald (2022) An EEG Study of Statistical Tone Learning: Results from an ITC Analysis. Bachelor's Thesis, Artificial Intelligence.

Musuadhi Rajan, Bharath Kumar (2022) Revisiting the Pattern Recognition Methods Employed in the Study of Cognitive Processing Stages. Bachelor's Thesis, Artificial Intelligence.

Möller Chandiramani, Annika (2022) On the Transferability of Experience Replay Buffers in Deep Reinforcement Learning. Bachelor's Thesis, Artificial Intelligence.

N

Niemendal, Jeroen (2022) A Guide to Manipulating Doodle Polls: The Effect of Strategic Voting on Individual, Social and Egalitarian Welfare. Bachelor's Thesis, Artificial Intelligence.

Nijdam, Stephan Hendrik (2022) Image-based material analysis of historical manuscripts using convolutional neural networks. Bachelor's Thesis, Artificial Intelligence.

Notkamp, Shildone (2022) Hemispheric Lateralization in Tone and Speech Perception. Bachelor's Thesis, Artificial Intelligence.

O

O'Callaghan, Jasmine (2022) Modelling the game "The Mind" using default logic. Bachelor's Thesis, Artificial Intelligence.

Oancea, Rares Adrian (2022) The implications of tabular reinforcement learning algorithms on the overestimation bias of Q-Learning. Bachelor's Thesis, Artificial Intelligence.

P

Palfi, Bogdan (2022) Deep Reinforcement Learning for Traffic Signal Control Optimization. Bachelor's Thesis, Artificial Intelligence.

Paun, Gabriel-Vlad (2022) Passive hydrodynamic imaging using the pressure amplitude and flow velocity. Bachelor's Thesis, Artificial Intelligence.

Petcu, Darie (2022) How To Get Over Traffic: Optimizing High-Traffic Areas Using Bridges. Bachelor's Thesis, Artificial Intelligence.

Pintea, Paul (2022) Is machine learning energy-efficient enough to be used in mobile fashion applications? Bachelor's Thesis, Artificial Intelligence.

Polman, Bram (2022) Learning to Play Achtung die Kurve with Proximal Policy Optimization and Soft-Actor Critic. Bachelor's Thesis, Artificial Intelligence.

Praat, Pim (2022) Scalability of a Constraint-Based Modeling approach to operating-theatre scheduling. Bachelor's Thesis, Artificial Intelligence.

Prakken, Dennis (2022) The effect of an LED Strip on Drivers' Situational Awareness in an Automated Vehicle: A Simulator Study. Bachelor's Thesis, Artificial Intelligence.

Pulles, Lonneke (2022) A Comparison of Voting Rules in Participatory Budgeting. Bachelor's Thesis, Artificial Intelligence.

Puspoki, Eniko (2022) Convolutional Neural Network for Off-Line Writer Identification based on Line Segments of Handwritten Documents. Bachelor's Thesis, Artificial Intelligence.

R

Raaij, Simon van and Dragt, Frank (2022) Coordinating Agent Behaviour in Four Player Games of "The Mind". Bachelor's Thesis, Artificial Intelligence.

Radu, Stefania (2022) Finding Balance: A Series of U-Net Models for Image Segmentation of Overlapping Organoids. Bachelor's Thesis, Artificial Intelligence.

Roelofsen, Renée (2022) Do you get the message? Recognizing unknown transalted idioms as a function of decomposability. Bachelor's Thesis, Artificial Intelligence.

S

Schalekamp, Minne (2022) Training the DDQN algorithm with imaginary trajectories. Bachelor's Thesis, Artificial Intelligence.

Schattschneider, Yara (2022) Solving the Credit Assignment Problem in Spiking Neural Networks for Gesture Recognition. Bachelor's Thesis, Artificial Intelligence.

Schoemaker, Jacob (2022) The benefits of Credit Assignment in noisy video game environments. Bachelor's Thesis, Artificial Intelligence.

Schweickert, Gregory (2022) Evolutionary Optimization of activation functions in deep heterogeneous networks. Bachelor's Thesis, Artificial Intelligence.

Schweickert, Gregory (2022) Evolutionary Optimization of activation functions in deep heterogeneous networks. Bachelor's Thesis, Artificial Intelligence.

Serbanescu, Valentin-Adrian (2022) Life strategy in The Mind. Bachelor's Thesis, Artificial Intelligence.

Swierstra, Maya (2022) The Influence of Language- and Musical Experience on Speech Perception. Bachelor's Thesis, Artificial Intelligence.

T

Theuwissen, Anniek (2022) Time Perception in the game "The Mind": a Cognitive Model Approach. Bachelor's Thesis, Artificial Intelligence.

Thioux, Odilon (2022) Prioritization of Experience Replay Through Uncertainty Quantification. Bachelor's Thesis, Artificial Intelligence.

Tonkes, V. (2022) Transferability of Vision Transformers: The key to success on small art classification datasets? Bachelor's Thesis, Artificial Intelligence.

Triaskov, Martin (2022) Model-Free Deep Reinforcement Learning Exploration of Value-Based Algorithms. Bachelor's Thesis, Artificial Intelligence.

Tudor, Andreea Ioana (2022) Prolog vs XLE: Parsing a fragment of the Romanian language. Bachelor's Thesis, Artificial Intelligence.

Turcu, Alexandru (2022) Dreaming of Reinforcement Learning: GAN-enhanced Experience-Replay. Bachelor's Thesis, Artificial Intelligence.

V

Vaghy, Julia (2022) Automatic Drum Transcription Using Template-Initialized Variants of Non-negative Matrix Factorization. Bachelor's Thesis, Artificial Intelligence.

Veldboer, Thomas (2022) A pure coordination game for the multi-agent card game The Mind. Bachelor's Thesis, Artificial Intelligence.

Veldhuis, Tom (2022) Exploring the effect of overestimation bias in Q-learning. Bachelor's Thesis, Artificial Intelligence.

Velvis, Lucas and Drijfhout, Matthias (2022) Evaluating multiple strategies in `n'-player game The Mind. Bachelor's Thesis, Artificial Intelligence.

Venema, Sander (2022) Does brain connectivity of resting state EEG correlate with depression? Bachelor's Thesis, Artificial Intelligence.

Veselý, Viktor (2022) Chaos Control: Controlling Heart Arrhythmia Using an Echo State Network Controller. Bachelor's Thesis, Artificial Intelligence.

Vlegels, Jamie (2022) Multivariate Time Series Classification Using Conceptors: Exploring Methods Using Astronomical Object Data. Bachelor's Thesis, Artificial Intelligence.

Voinea, Andrei (2022) Scalable Distributed Learning with PPG-IMPALA for Physics-based Musculoskeletal Models. Bachelor's Thesis, Artificial Intelligence.

Vos, Thomas (2022) Reinforcement Learning and Evolutionary algorithms in the Stochastic Environment of Blackjack. Bachelor's Thesis, Artificial Intelligence.

Vos, Twan (2022) Tibetan Buddhist monks' emotions over time. Bachelor's Thesis, Artificial Intelligence.

van Gelderen, Timen van (2022) Network Analysis of the Emotions of Tibetan Buddhist Monks. Bachelor's Thesis, Artificial Intelligence.

W

Wagenbach, Julius (2022) Factors of Influence on the Overestimation Bias in Q-Learning. Bachelor's Thesis, Artificial Intelligence.

Walczynska, Julia (2022) HandTalk: American sign language recognition by 3D-CNNs. Bachelor's Thesis, Artificial Intelligence.

Weit, Jurjen van der (2022) The effects of prepositional 'er' on reading speed in Dutch, an eye tracking experiment. Bachelor's Thesis, Artificial Intelligence.

Windt, Daan (2022) An agent-based model of the game "The Mind". Bachelor's Thesis, Artificial Intelligence.

Woonings, Daniël (2022) On conceptor control in continuous time. Bachelor's Thesis, Artificial Intelligence.

Wouden, Milan van (2022) Deep Reinforcement Learning for Physics-based Musculoskeletal Simulations of an Osseointegrated Transfemoral Amputee Model during Normal Walking. Bachelor's Thesis, Artificial Intelligence.

Wu, Xuechun (2022) The influence of tonal language experience on speech perception. Bachelor's Thesis, Artificial Intelligence.

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Yagublu, Aydan (2022) An Investigation Into the Acoustic Features Found Within Audio Signals Between Depressed and Healthy Individuals. Bachelor's Thesis, Artificial Intelligence.

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Zande, Perry van der (2022) Darwinian Evolution of Braitenberg Vehicles in a Dynamic Environment. Bachelor's Thesis, Artificial Intelligence.

Zaqtan, Sanad (2022) Investigating the Role of the Target Network in Deep Q-Networks. Bachelor's Thesis, Artificial Intelligence.

Ziad Alizadeh, Fatemeh (2022) Hierarchical K-means clustering techniques for classifying the materials of writing surfaces from historical manuscripts. Bachelor's Thesis, Artificial Intelligence.

Ö

Özyilmaz, Ömer Tarik (2022) Siamese Convolutional Neural Networks in Handwriting Verification using Word Texts. Bachelor's Thesis, Artificial Intelligence.

Ł

Łucki, Jakub (2022) Simulations of zero-one laws in modal logics GL, S4 and K4. Bachelor's Thesis, Artificial Intelligence.