LIACS

Education @LIACS

Leiden University


These webpages contain information on the various educational programmes and courses offered at or by the Leiden Institute of Advanced Computer Science (LIACS), the computer science and artificial intelligence department of Leiden University.



Plaat, prof.dr. A.

This page is for internal use at LIACS only. The information below may be incomplete.

Courses
YearCourseBSc/MScStaffProgrammesECTSLevelPeriod
2026‑2027Agentic Large Language Models (4343ALLMO)MScDuijn, dr. M.J. van, Meer, dr. M. van der, Plaat, prof.dr. A., Stein, dr. N. vanCS, CrIT6500
2026‑2027Databases (4031DABX6Y)BScBariatti, dr. F., Plaat, prof.dr. A.Inf, I&E, DSAI6200
2026‑2027Reinforcement Learning (4343RINLX)MScPlaat, prof.dr. A.CS6500
2025‑2026Databases (4031DABX6Y)BScBariatti, dr. F., Plaat, prof.dr. A.Inf, I&E, DSAI6200
2025‑2026Reinforcement Learning (4343RINLX)MScPlaat, prof.dr. A.CS6500
2024‑2025Databases (4031DABA6)BScBariatti, dr. F., Müller-Brockhausen, dr. M.F.T., Plaat, prof.dr. A.Inf, I&E, DSAI, mDSAI6200
2024‑2025Reinforcement Learning (4343REINL)MScPlaat, prof.dr. A.CS, IiB&PS6500
2023‑2024Databases (4031DABA6)BScPapuc, Ir. D., Plaat, prof.dr. A.Inf, I&E, DSAI, mDSAI6200
2023‑2024Reinforcement Learning (4343REINLY)MScMoerland, dr. T., Plaat, prof.dr. A.CS, IiB&PS6500
2023‑2024Seminar Advanced Deep Reinforcement Learning (4343SADRLY)MScMoerland, dr. T., Plaat, prof.dr. A.CS6500
2022‑2023Reinforcement Learning (4343REINLY)MScPlaat, prof.dr. A.CS6500
2022‑2023Seminar Advanced Deep Reinforcement Learning (4343SADRLY)MScPlaat, prof.dr. A.CS6500
2021‑2022Reinforcement Learning (4343REINLY)MScPlaat, prof.dr. A.CS6500
2021‑2022Seminar Advanced Deep Reinforcement Learning (4343SADRLY)MScPlaat, prof.dr. A.CS6500
Supervised theses

Information below is sourced from the LIACS Thesis Repository.

Year Student Thesis Supervisors Programme
2025‑2026Richtr, J. (Jan)Investigating the Transferability of Reinforcement Learning-Based Hype...Rijn, dr. J.N. van, Plaat, prof.dr. A.DSAI
2025‑2026Hamelink, J. (Josef)Transfer Learning on Character Matchups in Super Smash Bros. Melee: A ...Plaat, prof.dr. A., Preuss, dr. M.CS
2025‑2026Janssens, L. (Lex)How Stable are Baselines: Analyzing the Consistency of Reinforcement L...ir. A. Serra-Gómez, Plaat, prof.dr. A.CS
2024‑2025 Zaciragic, T. (Tarik)Bluffing Tendencies in Leduc Hold’emPlaat, prof.dr. A., Batenburg, prof.dr. K.J.DSAI
2024‑2025Kendic, F.S. (Ferid)Exploring Reinforcement Learning in the Financial WorldPlaat, prof.dr. A., K. Ponse MScDSAI
2024‑2025Li, X. (Xu)Reinforcement Learning for Training Small LLMs by DistillationPlaat, prof.dr. A., Stein, dr. N. vanDSAI
2024‑2025Salman, A. (Avan)Application of Knowledge Transfer in Reinforcement LearningPlaat, prof.dr. A., Ir. A. Serra-GómezDSAI
2024‑2025Scheerder, A. (Alexander)Large Language Model as model in Model-Based Reinforcement LearningPlaat, prof.dr. A., Ir. A. Serra-GómezDSAI
2024‑2025Veen, J.H. van (Rick)RL in a Dynamic EnvironmentPlaat, prof.dr. A., Ir. A. Serra-GómezDSAI
2025Lian, Y. (Yuchen)Emergence of Linguistic Universals in Neural Agents via Artificial Lan...Plaat, prof.dr. A., Verhoef, dr. T., dr. A. BisazzaPhD
2025Müller-Brockhausen, M.F.T. (Matthias)Exploring the Synergies Between Transfer in Reinforcement Learning and...Plaat, prof.dr. A., Preuss, dr. M.PhD
2025Yang, (Zhao)Enhancing Autonomy And Efficiency In Goal-Conditioned Reinforcement Le...Plaat, prof.dr. A., Preuss, dr. M., Moerland, dr. T.PhD
2024‑2025Smid, Y. E. (Yanna)Mirror Mode: Your Biggest Enemy is YourselfPutten, dr. P.W.H. van der, Plaat, prof.dr. A.CrIT
2024‑2025Bilalis, N. (Nikolaos-Maximos)Optimizing Elite Sports Training: A Reinforcement Learning Approach fo...Knobbe, dr. A.J., Plaat, prof.dr. A.CS
2024‑2025Chen, X. (Xi)Is Chain-of-Thought Faithfully Reasoning in Large Language Models?Plaat, prof.dr. A., Stein, dr. N. vanCS
2024‑2025Huang, Y. (Yunqi)A Benchmark Study of Deep Reinforcement Learning Algorithms for Contai...Fan, dr. Y., Plaat, prof.dr. A.CS
2024‑2025IJbema, J. (Jonathan)Deep Reinforcement Learning in Portfolio AllocationDr. Z. Yang, Plaat, prof.dr. A.CS
2024‑2025Shen, Y. (Yan)Sim-to-Real Reinforcement Learning for Obstacle Avoidance and Goal Nav...Preuss, dr. M., Plaat, prof.dr. A.CS
2024‑2025Wetten, F. van (Fien)BABA IS LLM: Large Language Models Play Baba is YouPlaat, prof.dr. A., Duijn, dr. M.J. vanCS
2024‑2025Xing, P. (Peiwen)Multi-agent Symbolic Music Composition System Based on Large Language ...Plaat, prof.dr. A., Stein, dr. N. vanCS
2024‑2025Gulijk, R. van (Renske)Digitizing Human Expertise in Process MiningPutten, dr. P.W.H. van der, Plaat, prof.dr. A.I&E
2023‑2024Dröge, M. (Matteo)The Exploration-Exploitation Trade-off in Reinforcement Learning: an E...Plaat, prof.dr. A., K. PonseDSAI
2024Gyurik, C.F.S. (Casper)Computational Speedups and Learning Separations in Quantum Machine Lea...Dunjko, prof.dr. V., Plaat, prof.dr. A.PhD
2024Huisman, M. (Mike)Understanding Deep Meta-LearningPlaat, prof.dr. A., Rijn, dr. J.N. vanPhD
2024Yang, L. (Lincen)Information-Theoretic Partition-Based Models for Interpretable Machine...Leeuwen, prof.dr. M. van, Plaat, prof.dr. A.PhD
2023‑2024Bouwman, K. (Koen)Solving multi-agent reinforcements learning problems using Differentia...Kononova, dr. A.V., Plaat, prof.dr. A.CS
2023‑2024Wiersma, M. (Marten)Reinforcement Learning for Autonomous Ferry NavigationPlaat, prof.dr. A., Serra-GómezCS
2023‑2024Kiele, R. (Rutger)Hartenjagen met Monte Carlo Tree SearchPlaat, prof.dr. A., K. PonseInf
2022‑2023Bonsu, E. (Enrico)Simulating driving behaviour using Inverse Reinforcement LearningPlaat, prof.dr. A., Kosters, dr. W.A.DSAI
2023Gomez Maureira, M.A. (Maro)Exploration Through Video GamesPlaat, prof.dr. A., Rieffe, Duijn, dr. M.J. vanPhD
2023Lao, M. (Mingrui)Exploring Deep Learning for Multimodal UnderstandingLew, prof.dr. M.S.K., Plaat, prof.dr. A.PhD
2023Liu, D. (Danyi)Interaction with Sound Participatory Systems and Data SonificationVerbeek, prof.dr.ir. F.J., Plaat, prof.dr. A.PhD
2022‑2023Alwer, SalehGraph Neural Networks for Modelling ChessPlaat, prof.dr. A., Kosters, dr. W.A.CS
2022‑2023Arya Patel, SudarshnaReinforcement Learning based optimization/control of production for a ...Plaat, prof.dr. A., Preuss, dr. M.CS
2022‑2023Collu, J. (Jonathan) On the efficiency and robustness of structured world models combined w...Moerland, dr. T., Plaat, prof.dr. A.CS
2022‑2023Ding, Bosongunderstanding MAML Through Its Loss LandscapeRijn, dr. J.N. van, Plaat, prof.dr. A., Mike HuismanCS
2022‑2023Horokhovskyi, I. (Ivan) Jarvis: A cloud-based multi-purpose data quality library - CONFIDENTIA...Plaat, prof.dr. A., Rietveld, dr. K.F.D.CS
2022‑2023Majellaro, R. (Riccardo)Disentangling Shape and Texture Dimensions in Object-Centric Represent...Moerland, dr. T., Plaat, prof.dr. A.CS
2022‑2023Schonenberg, JerryMulti Dynamics and Q-Learning with Shared State Representation for Bat...Moerland, dr. T., Plaat, prof.dr. A.CS
2022Pu, N. (Nan)Exploring Open-World Visual Understanding with Deep LearningLew, prof.dr. M.S.K., Plaat, prof.dr. A.PhD
2022Stikkolorum, D.R. (Dave)Studies into Interactive Didactic Design Approaches for Learning Softw...Chaudron, prof.dr. M.R.V., Plaat, prof.dr. A., Putten, dr. P.W.H. van derPhD
2022Yarkoni, S. (Sheir)Applications of Quantum Annealing in Combinatorial OptimizationBäck, prof.dr. T.H.W., Plaat, prof.dr. A., Neukart, dr. F.PhD
2021‑2022Groot de, MauritsEvaluating the Skills Gap in the Labor MarketWeeren, drs. N. van, Plaat, prof.dr. A.IiB&PS
2021‑2022Domela Nieuwenhuis Nyegaard, D.A Genetic Algorithm Parameter Control Method using Deep Reinforcement ...Rijn, dr. J.N. van, Plaat, prof.dr. A.CS
2021‑2022Rohit Nekkanti, V.Applying Rainbow DQN to FlappyBirds and exploring its transfer sensiti...Plaat, prof.dr. A., Müller-Brockhausen, dr. M.F.T.CS
2021‑2022Voskuil, K.Pre-training World Models to efficiently learn related tasksPlaat, prof.dr. A., Moerland, dr. T.CS
2021‑2022Houten, E. (Eva) van How many Stars Does it Take to Form a Binary? Automating Analysis of B...Plaat, prof.dr. A., prof.dr. S.F. Portegies Zwart (Sterrewacht)Inf
2021‑2022Laan, K. (Kyran) van der A Computer Program that Plays the Card Game TysiącPlaat, prof.dr. A., Vis, dr. J.K.Inf
2021‑2022Lie, K. (Kwan)How to Win in Checkers?Plaat, prof.dr. A.Inf
2021Chen, W. (Wei)Exploring Deep Learning for Intelligent Image RetrievalLew, prof.dr. M.S.K., Plaat, prof.dr. A.PhD
2021Chen, W. (Wei)Exploring Deep Learning for Intelligent Image RetrievalLew, prof.dr. M.S.K., Plaat, prof.dr. A.PhD
2021Stork, L. (Lise)Knowledge Extraction from Archives of Natural History CollectionsPlaat, prof.dr. A., Verbeek, prof.dr.ir. F.J., Wolstencroft, dr. K.J.PhD
2021Wang, H. (Hui)Searching by LearningEmmerich, dr. M.T.M., Plaat, prof.dr. A., Preuss, dr. M.PhD
2020‑2021Huisman, MikeRevisiting Learned Optimizers in Few-Shot SettingsRijn, dr. J.N. van, Plaat, prof.dr. A.CS
2020‑2021Skevofylax, PavlosHindsight Policy Gradient InterpolationPlaat, prof.dr. A.CS
2020‑2021Vries, Joery deHierarchical Multistep and Q(λ)Plaat, prof.dr. A.CS
2020‑2021Wang, JianingCount-Based Exploration for Multi-Agent LearningPlaat, prof.dr. A.CS
2020‑2021Laban, M.The New AI frontier: MinecraftPlaat, prof.dr. A., Preuss, dr. M.I&E
2020Mirsoleimani, S.A. (Ali)Structured Parallel Programming for Monte Carlo Tree SearchHerik, prof.dr. H.J. van den, Plaat, prof.dr. A., dr. J.A.M. VermaserenPhD
2020Shan, H. (Hongchang)Towards High Performance and Efficient Brain Computer Interface Charac...Stefanov, dr. T.P., Plaat, prof.dr. A.PhD
2019‑2020Müller-Brockhausen, MatthiasComparing AI approaches for Tetris LinkPreuss, dr. M., Plaat, prof.dr. A.CS
2019‑2020Yang, Zhao Historical Information for Enhancing Q-learning in Maze Navigation Tas...Preuss, dr. M., Plaat, prof.dr. A.CS
2019Fuchs, C.M. (Christian)Fault-Tolerant Satellite Computing with Modern SemiconductorsPlaat, prof.dr. A.PhD
2019Kuindersma, E.C. (Esther)Cleared for Take-off: Game-based Learning to Prepare Airline Pilots fo...Herik, prof.dr. H.J. van den, Plaat, prof.dr. A., dr. J. van der PalPhD
2018‑2019Liu, FenAn Empirical Study into The Reasons of Low Performance of Online Adver...Weeren, drs. N. van, Plaat, prof.dr. A.IiB&PS
2018‑2019Nibbeling, JoostMultiple Node Immunization of Complex NetworksEmmerich, dr. M.T.M., Plaat, prof.dr. A.CS
2017‑2018Schoemaker, LennardAgile Organizations: Effective Reporting in Agile Project Portfolio Ma...Stettina, dr. C.J., Plaat, prof.dr. A.IiB&PS
2017‑2018Zabel, T. (Terry)GPU Acceleration of Arbitrary Precision N-body CodePlaat, prof.dr. A., prof. dr. S. Portegies ZwartCS
2017Ruijl, B.J.G. (Ben)Advances in Computational Methods for Quantum Field Theory Calculation...Plaat, prof.dr. A., Herik, prof.dr. H.J. van den, dr. J.A.M. VermaaserenPhD
2016‑2017Boven, Bas vanRobust Real-time Action Classification using Single-Shot Convolutional...Putten, dr. P.W.H. van der, Plaat, prof.dr. A.IiB&PS
2016‑2017Rijn, F.W. (Frank) vanLearning to Play Hearthstone using Machine LearningPlaat, prof.dr. A., Kosters, dr. W.A.CS
2016‑2017Treurniet, F.P. (Florian) Transposition Driven Scheduling: Back to the Future? A Study on Vector...Plaat, prof.dr. A., Rietveld, dr. K.F.D.CS
2016‑2017Zuure, N.B. (Niek)An Automated Pipeline for Face Recognition and Classification of Affec...Takes, prof.dr. F.W., Plaat, prof.dr. A.CS
2016‑2017Bolster, Y. (Yorick)Automatically finding the best blocking size for matrix multiplicationPlaat, prof.dr. A., Rietveld, dr. K.F.D.Inf
2016Tleis, M. (Mohamed)Image Analysis for Gene Expression Based Phenotype Characterization in...Bäck, prof.dr. T.H.W., Plaat, prof.dr. A., Verbeek, prof.dr.ir. F.J.PhD
2015‑2016Soekhoe, DeepakOn the Impact of Data Set Size in Transfer Learning using Deep Neural ...Putten, dr. P.W.H. van der, Plaat, prof.dr. A.IiB&PS
2015‑2016Liu, K. (Kaihua)Exploratory Data Analysis on Multivariate DataPlaat, prof.dr. A.CS
2015‑2016Mirtar, M. Mining Population Movement Patterns from Cellphone Data During Natural...Takes, prof.dr. F.W., Plaat, prof.dr. A.CS
2015‑2016Vos, M.S. (Michiel)Retrograde Analysis and Proof Number Search Applied to Jungle CheckersPlaat, prof.dr. A., Kosters, dr. W.A.CS
2015‑2016Visser, T. (Timothy)Workforce Survey Data Analysis: Potentials and PitfallsStein, dr. N. van, Plaat, prof.dr. A.Inf
2014‑2015Pielage, StijnMobile Business Intelligence & Analytics at KLM - CONFIDENTIALPlaat, prof.dr. A., Putten, dr. P.W.H. van derIiB&PS
2014‑2015Vermeij, CoenSoftware Development Methods in Large Regulated EnvironmentsStettina, dr. C.J., Plaat, prof.dr. A.IiB&PS
2014‑2015Boekhout, H. (Hanjo)Combining Graph Mining and Deep Learning in Molecular Activity Predict...Nijssen, dr. S.G.R., Plaat, prof.dr. A.Inf
2014‑2015McGlinn, T. (Tama)Analysing the Difficulty of Mazes using a Web ApplicationPlaat, prof.dr. A., Nijssen, dr. S.G.R.Inf

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