|
Thesis title |
Year of announcement |
Year of defence |
Thesis type |
Thesis discipline | Supervisor |
Author |
Announced |
Assigned | Department |
Faculty |
|
Evolutionary procedural content generation of 2D spaceships |
2023/2024 |
|
diploma thesis |
IUIP | Mgr. Roman Neruda, CSc. |
hidden |
04.04.2024 |
08.04.2024 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary algorithms for 2D bridge construction in the Poly Bridge game |
2023/2024 |
|
Bachelor's thesis |
IPP5 | Mgr. Roman Neruda, CSc. |
Václav Krňák |
08.03.2024 |
16.03.2024 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Enhancing PPO with Intrinsic Rewards: A Study in the NetHack Environment |
2023/2024 |
|
Bachelor's thesis |
IPA | Mgr. Roman Neruda, CSc. |
Pavel Yanushonak |
29.02.2024 |
16.03.2024 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Genetic programming methods for classification |
2023/2024 |
|
diploma thesis |
IUIP | Mgr. Roman Neruda, CSc. |
hidden |
29.02.2024 |
16.03.2024 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Leveraging lower fidelity proxies for neural network based NAS predictors |
2023/2024 |
|
diploma thesis |
IUIP | Mgr. Roman Neruda, CSc. |
hidden |
07.12.2023 |
07.12.2023 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Fitness and novelty in evolutionary reinforcement learning |
2023/2024 |
|
diploma thesis |
IUIPA | Mgr. Roman Neruda, CSc. |
hidden |
05.12.2023 |
07.12.2023 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Novelty search and quality diversity in open-ended evolution |
2022/2023 |
|
diploma thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
16.09.2023 |
16.09.2023 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Integration of Evolutionary algorithms and Reinforcement Learning |
2023/2024 |
|
dissertation |
P4I1 | Mgr. Roman Neruda, CSc. |
hidden |
19.04.2023 |
28.02.2024 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Evolution strategies for policy optimization in transformers |
2022/2023 |
2023/2024 |
diploma thesis |
IUIP | Mgr. Roman Neruda, CSc. |
hidden |
12.04.2023 |
12.04.2023 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Adaptive parallel parking assistant |
2021/2022 |
|
diploma thesis |
IUIP | Mgr. Roman Neruda, CSc. |
hidden |
09.09.2022 |
09.09.2022 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary techniques in AutoML |
2020/2021 |
|
diploma thesis |
IUIPA | Mgr. Roman Neruda, CSc. |
Rajat Sharma |
14.09.2021 |
14.09.2021 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Modern evolutionary strategies for reinforcement learning problems |
2020/2021 |
2020/2021 |
Bachelor's thesis |
IOI | Mgr. Roman Neruda, CSc. |
hidden |
12.07.2021 |
12.07.2021 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Optimization of warehouse locations by evolutionary algorithms |
2020/2021 |
2020/2021 |
Bachelor's thesis |
IOI | Mgr. Roman Neruda, CSc. |
hidden |
28.05.2021 |
28.05.2021 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Exploring the vulnerabilities of real-life AI systems against adversarial attacks |
2021/2022 |
2020/2021 |
Bachelor's thesis |
| Mgr. Roman Neruda, CSc. |
Bc. Jakub Hejhal |
14.05.2021 |
14.05.2021 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Graph neural networks for NAS performance prediction |
2020/2021 |
2020/2021 |
diploma thesis |
IUI | Mgr. Roman Neruda, CSc. |
hidden |
28.04.2021 |
28.04.2021 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Optimization and surrogate models in AutoML |
2021/2022 |
|
dissertation |
P4I1 | Mgr. Roman Neruda, CSc. |
hidden |
28.04.2021 |
20.09.2021 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary approaches to image representation and generation |
2020/2021 |
2019/2020 |
Bachelor's thesis |
IOI | Mgr. Roman Neruda, CSc. |
hidden |
21.07.2020 |
21.07.2020 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Neural architecture search by means of evolutionary computing |
2020/2021 |
|
dissertation |
P4I1A | Mgr. Roman Neruda, CSc. |
hidden |
31.05.2020 |
08.09.2020 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Meta-learning approaches for automated machine learning |
2020/2021 |
|
dissertation |
P4I1 | Mgr. Roman Neruda, CSc. |
hidden |
26.05.2020 |
08.09.2020 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Application of machine learning in Evolutionary psychology research |
2019/2020 |
|
diploma thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
14.02.2020 |
14.02.2020 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Adversarial examples design by deep generative models |
2018/2019 |
2020/2021 |
diploma thesis |
IUI | Mgr. Roman Neruda, CSc. |
hidden |
04.03.2019 |
04.03.2019 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary optimization of machine learning workflows |
2018/2019 |
2018/2019 |
Bachelor's thesis |
IOI | Mgr. Roman Neruda, CSc. |
hidden |
02.11.2018 |
02.11.2018 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Genres classification by means of machine learning |
2017/2018 |
2017/2018 |
diploma thesis |
IUI | Mgr. Roman Neruda, CSc. |
hidden |
10.05.2018 |
04.06.2018 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Adversarial examples generation for deep neural networks |
2017/2018 |
2017/2018 |
Bachelor's thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
03.05.2018 |
03.05.2018 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary design of hierarchical control systems |
2014/2015 |
|
diploma thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
23.06.2015 |
23.06.2015 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Optimization algorithms inspired by social interactions |
2014/2015 |
2015/2016 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
19.05.2015 |
19.05.2015 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary algorithms for machine learning methods proposal |
2014/2015 |
|
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
17.02.2015 |
17.02.2015 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolution of behaviors for intelligent agents |
2014/2015 |
2014/2015 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
14.11.2014 |
14.11.2014 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary techniques utilization in hierarchical task network |
2014/2015 |
2015/2016 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
10.11.2014 |
14.11.2014 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Advanced machine learning methods and their application in games |
2013/2014 |
|
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
15.04.2014 |
26.09.2014 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Spatial modeling of brain tissue |
2013/2014 |
2013/2014 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
20.11.2013 |
20.11.2013 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Genetic Programming in Typed Languages |
2013/2014 |
|
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
02.05.2013 |
27.09.2013 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Algorithms for protein-ligand binding site discovery |
2012/2013 |
2012/2013 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
30.08.2012 |
31.10.2012 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Computational Intelligence Methods in Metalearning |
2012/2013 |
2015/2016 |
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
26.04.2012 |
26.09.2012 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Agent optimization by means of genetic programming |
2011/2012 |
2011/2012 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
01.12.2011 |
06.12.2011 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Meta-learning methods for analyzing Go playing trends |
2011/2012 |
2012/2013 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
29.11.2011 |
15.12.2011 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Disruption of movement or cohesion of groups through individuals |
2011/2012 |
2012/2013 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
15.11.2011 |
15.11.2011 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Graph Clustering by Means of Evolutionary Algorithms |
2010/2011 |
2011/2012 |
diploma thesis |
ITI | Mgr. Roman Neruda, CSc. |
hidden |
25.05.2011 |
25.05.2011 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Modely výpočetní inteligence pro zpracování dat |
2010/2011 |
|
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
16.12.2010 |
16.12.2010 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Hyperparameter optimization in AutoML systems |
2010/2011 |
2018/2019 |
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
03.05.2010 |
18.11.2010 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Konstruktivní metody evolučního učení neuronových sítí |
2010/2011 |
|
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
03.05.2010 |
16.12.2010 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Hybridní metody výpočetní inteligence pro analýzu dat |
2010/2011 |
|
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
28.04.2010 |
26.09.2012 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
EASIMEM - A sanbox for artificial creatures in simulated environment |
2009/2010 |
2010/2011 |
Bachelor's thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
24.03.2010 |
25.03.2010 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
EASIMEM - A sanbox for artificial creatures in simulated environment |
2009/2010 |
2009/2010 |
Bachelor's thesis |
IP | Mgr. Roman Neruda, CSc. |
hidden |
24.03.2010 |
25.03.2010 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Computational intelligence models for hydrological predictions |
2009/2010 |
2009/2010 |
diploma thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
13.10.2009 |
14.10.2009 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary algorithms for structural learning of neural networks |
2009/2010 |
2009/2010 |
diploma thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
09.10.2009 |
14.10.2009 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Evolutionary Algorithms for Multiobjective Optimization |
2009/2010 |
2012/2013 |
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
29.04.2009 |
29.09.2009 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Adaptive Matchmaking Algorithms for Computational Multi-Agent Systems |
2009/2010 |
2013/2014 |
dissertation |
4I1 | Mgr. Roman Neruda, CSc. |
hidden |
31.03.2009 |
29.09.2009 | Ústav informatiky AV ČR, v.v.i. (32-UIAV) |
MFF |
|
Parallel evolutionary algorithms for multiobjective optimization |
2008/2009 |
2008/2009 |
diploma thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
26.03.2009 |
31.03.2009 | Katedra teoretické informatiky a matematické logiky (32-KTIML) |
MFF |
|
Ontological description of intelligent agents |
2007/2008 |
2009/2010 |
diploma thesis |
| Mgr. Roman Neruda, CSc. |
hidden |
07.11.2007 |
12.11.2007 | Katedra softwarového inženýrství (32-KSI) |
MFF |
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