LIACS Thesis Repository
These webpages contain theses and reports by students affiliated with the various bachelor and master programmes offered at the Leiden Institute of Advanced Computer Science
(LIACS),
the computer science and artificial intelligence department of Leiden University.
Note: this thesis repository might be incomplete for certain programmes.
Students supervised by Plaat, prof.dr. A. (Aske)
Note: the overview per supervisor is likely partially incomplete.
62 entries found.
| Program | Year | Role | Student | Thesis | Content |
|---|---|---|---|---|---|
| Bachelor Data Science an... | 2024 | first supervisor | Dröge, M. (Matteo) | The Exploration-Exploitation Trade-off in Reinforcement Learning: an E... | |
| PhD Computer Science | 2024 | second supervisor | Gyurik, C.F.S. (Casper) | Computational Speedups and Learning Separations in Quantum Machine Lea... | |
| PhD Computer Science | 2024 | second supervisor | Yang, L. (Lincen) | Information-Theoretic Partition-Based Models for Interpretable Machine... | |
| PhD Computer Science | 2024 | first supervisor | Huisman, M. (Mike) | Understanding Deep Meta-Learning | |
| Master Computer Science | 2024 | second supervisor | Bouwman, K. (Koen) | Solving multi-agent reinforcements learning problems using Differentia... | |
| Master Computer Science | 2024 | first supervisor | Wiersma, M. (Marten) | Reinforcement Learning for Autonomous Ferry Navigation | |
| Bachelor Informatica | 2024 | first supervisor | Kiele, R. (Rutger) | Hartenjagen met Monte Carlo Tree Search | |
| Bachelor Data Science an... | 2023 | first supervisor | Bonsu, E. (Enrico) | Simulating driving behaviour using Inverse Reinforcement Learning | |
| PhD Computer Science | 2023 | second supervisor | Lao, M. (Mingrui) | Exploring Deep Learning for Multimodal Understanding | |
| PhD Computer Science | 2023 | second supervisor | Liu, D. (Danyi) | Interaction with Sound Participatory Systems and Data Sonification | |
| PhD Computer Science | 2023 | promotor | Gomez Maureira, M.A. (Maro) | Exploration Through Video Games | |
| Master Computer Science | 2023 | second supervisor | Collu, J. (Jonathan) | On the efficiency and robustness of structured world models combined w... | |
| Master Computer Science | 2023 | second supervisor | Ding, Bosong | understanding MAML Through Its Loss Landscape | |
| Master Computer Science | 2023 | second supervisor | Majellaro, R. (Riccardo) | Disentangling Shape and Texture Dimensions in Object-Centric Represent... | |
| Master Computer Science | 2023 | second supervisor | Schonenberg, Jerry | Multi Dynamics and Q-Learning with Shared State Representation for Bat... | |
| Master Computer Science | 2023 | first supervisor | Alwer, Saleh | Graph Neural Networks for Modelling Chess | |
| Master Computer Science | 2023 | first supervisor | Arya Patel, Sudarshna | Reinforcement Learning based optimization/control of production for a ... | |
| Master Computer Science | 2023 | first supervisor | Horokhovskyi, I. (Ivan) | Jarvis: A cloud-based multi-purpose data quality library - CONFIDENTIA... | |
| PhD Computer Science | 2022 | promotor | Pu, N. (Nan) | Exploring Open-World Visual Understanding with Deep Learning | |
| PhD Computer Science | 2022 | promotor | Stikkolorum, D.R. (Dave) | Studies into Interactive Didactic Design Approaches for Learning Softw... | |
| PhD Computer Science | 2022 | promotor | Yarkoni, S. (Sheir) | Applications of Quantum Annealing in Combinatorial Optimization | |
| Master ICT in Business a... | 2022 | second supervisor | Groot de, Maurits | Evaluating the Skills Gap in the Labor Market | |
| Master Computer Science | 2022 | second supervisor | Domela Nieuwenhuis Nyegaard, D. | A Genetic Algorithm Parameter Control Method using Deep Reinforcement ... | |
| Master Computer Science | 2022 | first supervisor | Rohit Nekkanti, V. | Applying Rainbow DQN to FlappyBirds and exploring its transfer sensiti... | |
| Master Computer Science | 2022 | first supervisor | Voskuil, K. | Pre-training World Models to efficiently learn related tasks | |
| Bachelor Informatica | 2022 | first supervisor | Houten, E. (Eva) van | How many Stars Does it Take to Form a Binary? Automating Analysis of B... | |
| Bachelor Informatica | 2022 | first supervisor | Laan, K. (Kyran) van der | A Computer Program that Plays the Card Game Tysiąc | |
| Bachelor Informatica | 2022 | first supervisor | Lie, K. (Kwan) | How to Win in Checkers? | |
| PhD Computer Science | 2021 | promotor | Chen, W. (Wei) | Exploring Deep Learning for Intelligent Image Retrieval | |
| PhD Computer Science | 2021 | promotor | Stork, L. (Lise) | Knowledge Extraction from Archives of Natural History Collections | |
| PhD Computer Science | 2021 | promotor | Wang, H. (Hui) | Searching by Learning | |
| Master Computer Science | 2021 | second supervisor | Huisman, Mike | Revisiting Learned Optimizers in Few-Shot Settings | |
| Master Computer Science | 2021 | first supervisor | Skevofylax, Pavlos | Hindsight Policy Gradient Interpolation | |
| Master Computer Science | 2021 | first supervisor | Vries, Joery de | Hierarchical Multistep and Q(λ) | |
| Master Computer Science | 2021 | first supervisor | Wang, Jianing | Count-Based Exploration for Multi-Agent Learning | |
| Bachelor Informatica & E... | 2021 | first supervisor | Laban, M. | The New AI frontier: Minecraft | |
| PhD Computer Science | 2020 | promotor | Mirsoleimani, S.A. (Ali) | Structured Parallel Programming for Monte Carlo Tree Search | |
| PhD Computer Science | 2020 | promotor | Shan, H. (Hongchang) | Towards High Performance and Efficient Brain Computer Interface Charac... | |
| Master Computer Science | 2020 | second supervisor | Müller-Brockhausen, Matthias | Comparing AI approaches for Tetris Link | |
| Master Computer Science | 2020 | second supervisor | Yang, Zhao | Historical Information for Enhancing Q-learning in Maze Navigation Tas... | |
| PhD Computer Science | 2019 | second supervisor | Kuindersma, E.C. (Esther) | Cleared for Take-off: Game-based Learning to Prepare Airline Pilots fo... | |
| PhD Computer Science | 2019 | promotor | Fuchs, C.M. (Christian) | Fault-Tolerant Satellite Computing with Modern Semiconductors | |
| Master ICT in Business a... | 2019 | second supervisor | Liu, Fen | An Empirical Study into The Reasons of Low Performance of Online Adver... | |
| Master Computer Science | 2019 | second supervisor | Nibbeling, Joost | Multiple Node Immunization of Complex Networks | |
| Master ICT in Business a... | 2018 | second supervisor | Schoemaker, Lennard | Agile Organizations: Effective Reporting in Agile Project Portfolio Ma... | |
| Master Computer Science | 2018 | first supervisor | Zabel, T. (Terry) | GPU Acceleration of Arbitrary Precision N-body Code | |
| PhD Computer Science | 2017 | promotor | Ruijl, B.J.G. (Ben) | Advances in Computational Methods for Quantum Field Theory Calculation... | |
| Master ICT in Business a... | 2017 | second supervisor | Boven, Bas van | Robust Real-time Action Classification using Single-Shot Convolutional... | |
| Master Computer Science | 2017 | second supervisor | Zuure, N.B. (Niek) | An Automated Pipeline for Face Recognition and Classification of Affec... | |
| Master Computer Science | 2017 | first supervisor | Rijn, F.W. (Frank) van | Learning to Play Hearthstone using Machine Learning | |
| Master Computer Science | 2017 | first supervisor | Treurniet, F.P. (Florian) | Transposition Driven Scheduling: Back to the Future? A Study on Vector... | |
| Bachelor Informatica | 2017 | first supervisor | Bolster, Y. (Yorick) | Automatically finding the best blocking size for matrix multiplication | |
| PhD Computer Science | 2016 | promotor | Tleis, M. (Mohamed) | Image Analysis for Gene Expression Based Phenotype Characterization in... | |
| Master ICT in Business a... | 2016 | second supervisor | Soekhoe, Deepak | On the Impact of Data Set Size in Transfer Learning using Deep Neural ... | |
| Master Computer Science | 2016 | second supervisor | Mirtar, M. | Mining Population Movement Patterns from Cellphone Data During Natural... | |
| Master Computer Science | 2016 | first supervisor | Liu, K. (Kaihua) | Exploratory Data Analysis on Multivariate Data | |
| Master Computer Science | 2016 | first supervisor | Vos, M.S. (Michiel) | Retrograde Analysis and Proof Number Search Applied to Jungle Checkers | |
| Bachelor Informatica | 2016 | second supervisor | Visser, T. (Timothy) | Workforce Survey Data Analysis: Potentials and Pitfalls | |
| Master ICT in Business a... | 2015 | second supervisor | Vermeij, Coen | Software Development Methods in Large Regulated Environments | |
| Master ICT in Business a... | 2015 | first supervisor | Pielage, Stijn | Mobile Business Intelligence & Analytics at KLM - CONFIDENTIAL | |
| Bachelor Informatica | 2015 | second supervisor | Boekhout, H. (Hanjo) | Combining Graph Mining and Deep Learning in Molecular Activity Predict... | |
| Bachelor Informatica | 2015 | first supervisor | McGlinn, T. (Tama) | Analysing the Difficulty of Mazes using a Web Application |