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1

Reinforcement learning versus evolutionary computation: A survey on hybrid algorithms

Drugan, Mădălina M.

Journal:

Swarm and Evolutionary Computation

Year:

2018

Language:

english

File:

PDF, 974 KB

english, 2018

2

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - A Bayesian model for anomaly detection in SQL databases for security systems

Drugan, Madalina M.

Year:

2016

Language:

english

File:

PDF, 297 KB

english, 2016

3

Special issue on multi-objective reinforcement learning

Drugan, Madalina, Wiering, Marco, Vamplew, Peter, Chetty, Madhu

Journal:

Year:

2017

Language:

english

File:

PDF, 211 KB

english, 2017

4

Feature selection for Bayesian network classifiers using the MDL-FS score

Mădălina M. Drugan, Marco A. Wiering

Journal:

International Journal of Approximate Reasoning

Year:

2010

Language:

english

File:

PDF, 373 KB

english, 2010

5

LysNDeNovo: An algorithm enabling de novo sequencing of Lys-N generated peptides fragmented by electron transfer dissociation

Bas van Breukelen, Alexandros Georgiou, Madalina M. Drugan, Nadia Taouatas, Shabaz Mohammed, Albert J. R. Heck

Journal:

Year:

2010

Language:

english

File:

PDF, 247 KB

english, 2010

6

Recombination operators and selection strategies for evolutionary Markov Chain Monte Carlo algorithms

Madalina M. Drugan, Dirk Thierens

Journal:

Evolutionary Intelligence

Year:

2010

Language:

english

File:

PDF, 603 KB

english, 2010

7

Straightforward ladder sequencing of peptides using a Lys-N metalloendopeptidase

Taouatas, Nadia, Drugan, Madalina M, Heck, Albert J R, Mohammed, Shabaz

Journal:

Year:

2008

Language:

english

File:

PDF, 143 KB

english, 2008

8

Stochastic Pareto local search: Pareto neighbourhood exploration and perturbation strategies

Mădălina M. Drugan, Dirk Thierens

Journal:

Journal of Heuristics

Year:

2012

Language:

english

File:

PDF, 1.31 MB

english, 2012

9

Generating QAP instances with known optimum solution and additively decomposable cost function

Drugan, Mădălina M.

Journal:

Journal of Combinatorial Optimization

Year:

2015

Language:

english

File:

PDF, 677 KB

english, 2015

10

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Designing multi-objective multi-armed bandits algorithms: A study

Drugan, Madalina M., Nowe, Ann

Year:

2013

Language:

english

File:

PDF, 228 KB

english, 2013

11

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - The scalarized multi-objective multi-armed bandit problem: An empirical study of its exploration vs. exploitation tradeoff

Yahyaa, Saba Q., Drugan, Madalina M., Manderick, Bernard

Year:

2014

Language:

english

File:

PDF, 1.64 MB

english, 2014

12

[IEEE 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS) - Local search and restart strategies for satisfiability solving in fuzzy logics

Brys, Tim, Drugan, Madalina M., Bosman, Peter A.N., De Cock, Martine, Nowe, Ann

Year:

2013

Language:

english

File:

PDF, 312 KB

english, 2013

13

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - Scalarization based Pareto optimal set of arms identification algorithms

Drugan, Madalina M., Nowe, Ann

Year:

2014

Language:

english

File:

PDF, 463 KB

english, 2014

14

[IEEE 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Scalarized multi-objective reinforcement learning: Novel design techniques

Van Moffaert, Kristof, Drugan, Madalina M., Nowe, Ann

Year:

2013

Language:

english

File:

PDF, 421 KB

english, 2013

15

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - Meta-Evolutionary Algorithms and recombination operators for satisfiability solving in fuzzy logics

Brys, Tim, Drugan, Madalina M., Nowe, Ann

Year:

2013

Language:

english

File:

PDF, 1.16 MB

english, 2013

16

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - Bandit-Inspired Memetic Algorithms for solving Quadratic Assignment Problems

Puglierin, Francesco, Drugan, Madalina, Wiering, Marco

Year:

2013

Language:

english

File:

PDF, 1.23 MB

english, 2013

17

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - Instance generator for the quadratic assignment problem with additively decomposable cost function

Drugan, Madalina M.

Year:

2013

Language:

english

File:

PDF, 1.38 MB

english, 2013

18

[IEEE 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM) - Sets of interacting scalarization functions in local search for multi-objective combinatorial optimization problems

Drugan, Madalina M.

Year:

2013

File:

PDF, 641 KB

2013

19

[ACM Press the 13th annual conference - Dublin, Ireland (2011.07.12-2011.07.16)] Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11 - Generalized adaptive pursuit algorithm for genetic pareto local search algorithms

Drugan, Mădălina M., Thierens, Dirk

Year:

2011

Language:

english

File:

PDF, 430 KB

english, 2011

20

Geometrical Recombination Operators for Real-Coded Evolutionary MCMCs

Drugan, Mădălina M., Thierens, Dirk

Journal:

Evolutionary Computation

Year:

2010

Language:

english

File:

PDF, 486 KB

english, 2010

21

[ACM Press Proceeding of the fifteenth annual conference - Amsterdam, The Netherlands (2013.07.06-2013.07.10)] Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference - GECCO '13 - Solving satisfiability in fuzzy logics by mixing CMA-ES

Brys, Tim, Drugan, Madalina M., Bosman, Peter A.N., De Cock, Martine, Nowé, Ann

Year:

2013

Language:

english

File:

PDF, 1.42 MB

english, 2013

22

[ACM Press the Companion Publication of the 2015 - Madrid, Spain (2015.07.11-2015.07.15)] Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15 - Synergies between Evolutionary Algorithms and Reinforcement Learning

Drugan, Madalina M.

Year:

2015

Language:

english

File:

PDF, 4.42 MB

english, 2015

23

[ACM Press Proceeding of the fifteenth annual conference - Amsterdam, The Netherlands (2013.07.06-2013.07.10)] Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference - GECCO '13 - Cartesian product of scalarization functions for many-objective QAP instances with correlated flow matrices

Drugan, Madalina M.

Year:

2013

Language:

english

File:

PDF, 458 KB

english, 2013

24

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Approximative Pareto Front Identification

Drugan, Madalina M.

Year:

2015

Language:

english

File:

PDF, 360 KB

english, 2015

25

[IEEE 2015 IEEE Congress on Evolutionary Computation (CEC) - Sendai, Japan (2015.5.25-2015.5.28)] 2015 IEEE Congress on Evolutionary Computation (CEC) - Annealing linear scalarized based multi-objective multi-armed bandit algorithm

Yahyaa, Saba Q., Drugan, Madalina M., Manderick, Bernard

Year:

2015

Language:

english

File:

PDF, 676 KB

english, 2015

26

[IEEE 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Orlando, FL, USA (2014.12.9-2014.12.12)] 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Pareto Upper Confidence Bounds algorithms: An empirical study

Drugan, Madalina M, Nowe, Ann, Manderick, Bernard

Year:

2014

Language:

english

File:

PDF, 187 KB

english, 2014

27

[IEEE 2015 IEEE Congress on Evolutionary Computation (CEC) - Sendai, Japan (2015.5.25-2015.5.28)] 2015 IEEE Congress on Evolutionary Computation (CEC) - Stochastic Pareto local search for many objective quadratic assignment problem instances

Drugan, Madalina M

Year:

2015

Language:

english

File:

PDF, 277 KB

english, 2015

28

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Correlated Gaussian Multi-Objective Multi-Armed Bandit Across Arms Algorithm

Yahyaa, Saba Q., Drugan, Madalina M.

Year:

2015

Language:

english

File:

PDF, 351 KB

english, 2015

29

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Temporal Difference Learning for the Game Tic-Tac-Toe 3D: Applying Structure to Neural Networks

Steeg, Michiel Van De, Drugan, Madalina M., Wiering, Marco

Year:

2015

Language:

english

File:

PDF, 205 KB

english, 2015

30

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Comparing exploration strategies for Q-learning in random stochastic mazes

Tijsma, Arryon D., Drugan, Madalina M., Wiering, Marco A.

Year:

2016

Language:

english

File:

PDF, 696 KB

english, 2016

31

Serum levels and Apa I polymorphism of insulin-like growth factor 2 on intrauterine growth restriction infants

Hăşmăşanu, Monica G., Baizat, Melinda, Procopciuc, Lucia Maria, Blaga, Ligia, Văleanu, Mădălina A., Drugan, Tudor C., Zaharie, Gabriela C., Bolboacă, Sorana D.

Journal:

Journal of Maternal-Fetal and Neonatal Medicine

Year:

2017

Language:

english

File:

PDF, 1.02 MB

english, 2017

32

[ACM Press the Genetic and Evolutionary Computation Conference - Berlin, Germany (2017.07.15-2017.07.19)] Proceedings of the Genetic and Evolutionary Computation Conference on - GECCO '17 - PAC models in stochastic multi-objective multi-armed bandits

Drugan, Madalina M.

Year:

2017

Language:

english

File:

PDF, 539 KB

english, 2017

33

Scaling-up many-objective combinatorial optimization with Cartesian products of scalarization functions

Drugan, Mădălina M.

Journal:

Journal of Heuristics

Year:

2017

Language:

english

File:

PDF, 745 KB

english, 2017

34

Estimating the number of basins of attraction of multi-objective combinatorial problems

Drugan, Madalina M.

Journal:

Journal of Combinatorial Optimization

Year:

2018

Language:

english

File:

PDF, 825 KB

english, 2018

35

Covariance Matrix Adaptation for Multiobjective Multiarmed Bandits

Drugan, Madalina

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 651 KB

english, 2019

36

[IEEE 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Bangalore, India (2018.11.18-2018.11.21)] 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Learning to Play Pac-Xon with Q-Learning and Two Double Q-Learning Variants

Schilperoort, Jits, Mak, Ivar, Drugan, Madalina M., Wiering, Marco A.

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

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