Mădălina M. Drugan

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Aliases
Madalina Drugan, Madalina M Drugan, Madalina M. Drugan
Publication record
76 papers · 1,833 citations · H-index 21

PAPERS

Reinforcement learning versus evolutionary computation: A survey on hybrid algorithms
2019160 citationsauthor #1
Random walk’s correlation function for multi-objective NK landscapes and quadratic assignment problem
20190 citationsauthor #1
Covariance Matrix Adaptation for Multiobjective Multiarmed Bandits
20198 citationsauthor #1
Deep Reinforcement Learning for Pellet Eating in Agar.io
20196 citationsauthor #3
Hierarchical Reinforcement Learning for Real-Time Strategy Games
20186 citationsauthor #3
Sampled Policy Gradient for Learning to Play the Game Agar.io
20188 citationsauthor #3
Estimating the number of basins of attraction of multi-objective combinatorial problems
20182 citationsauthor #1
Learning from Monte Carlo Rollouts with Opponent Models for Playing Tron
20183 citationsauthor #2
Learning to Play Pac-Xon with Q-Learning and Two Double Q-Learning Variants
201810 citationsauthor #3
Exploration Methods for Connectionist Q-learning in Bomberman
201811 citationsauthor #2
Opponent Modelling in the Game of Tron using Reinforcement Learning
201821 citationsauthor #2
Special issue on multi-objective reinforcement learning
201711 citationsauthor #1
University of Groningen Model-Based Multi-Objective Reinforcement Learning
20170 citationsauthor #3
PAC models in stochastic multi-objective multi-armed bandits
20173 citationsauthor #1
Scaling-up many-objective combinatorial optimization with Cartesian products of scalarization functions
20171 citationsauthor #1
Adversarial Reinforcement Learning in a Cyber Security Simulation
201776 citationsauthor #4
Pareto Front Identification from Stochastic Bandit Feedback
201660 citationsauthor #4
A Bayesian model for anomaly detection in SQL databases for security systems
20163 citationsauthor #1
Comparing exploration strategies for Q-learning in random stochastic mazes
2016122 citationsauthor #2
Annealing linear scalarized based multi-objective multi-armed bandit algorithm
20151 citationsauthor #2
Linear Scalarization for Pareto Front Identification in Stochastic Environments
20155 citationsauthor #1
Synergies between Evolutionary Algorithms and Reinforcement Learning
20152 citationsauthor #1
The Three Level Two Point Scheme for the Vibrating Membrane Problem
20150 citationsauthor #3
Scalarized Lower Upper Confidence Bound Algorithm
20150 citationsauthor #1
Infinite Horizon Multi-armed Bandits with Reward Vectors: Exploration/Exploitation Trade-off
20150 citationsauthor #1
Adaptive Neighbourhood Search for the Component Deployment Problem
20150 citationsauthor #2
Scalarized and Pareto Knowledge Gradient for Multi-objective Multi-armed Bandits
20152 citationsauthor #2
Thompson Sampling in the Adaptive Linear Scalarized Multi Objective Multi Armed Bandit
201514 citationsauthor #2
Exploration Versus Exploitation Trade-off in Infinite Horizon Pareto Multi-armed Bandits Algorithms
20156 citationsauthor #1
Multi-objective optimization perspectives on reinforcement learning algorithms using reward vectors
20155 citationsauthor #1
Correlated Gaussian Multi-Objective Multi-Armed Bandit Across Arms Algorithm
20154 citationsauthor #2
Stochastic Pareto local search for many objective quadratic assignment problem instances
20153 citationsauthor #1
Temporal Difference Learning for the Game Tic-Tac-Toe 3D: Applying Structure to Neural Networks
201516 citationsauthor #2
Bernoulli bandits: an empirical comparison
20153 citationsauthor #4
Approximative Pareto Front Identification
20150 citationsauthor #1
Efficient Real-Parameter Single Objective Optimizer Using Hierarchical CMA-ES Solvers
20152 citationsauthor #1
Model-based multi-objective reinforcement learning
201454 citationsauthor #3
Scalarization based Pareto optimal set of arms identification algorithms
201423 citationsauthor #1
Pareto Upper Confidence Bounds algorithms: An empirical study
201411 citationsauthor #1
Multi-objective Quadratic Assignment Problem Instances Generator with a Known Optimum Solution
20143 citationsauthor #1
The scalarized multi-objective multi-armed bandit problem: An empirical study of its exploration vs. exploitation tradeoff
201424 citationsauthor #2
Annealing-pareto multi-objective multi-armed bandit algorithm
201421 citationsauthor #2
Schemata Bandits for Binary Encoded Combinatorial Optimisation Problems
20140 citationsauthor #1
Adaptive multi-operator metaheuristics for quadratic assignment problems
20146 citationsauthor #1
Knowledge Gradient for Multi-objective Multi-armed Bandit Algorithms
201426 citationsauthor #2
Linear Scalarized Knowledge Gradient in the Multi-Objective Multi-Armed Bandits Problem
20142 citationsauthor #2
Schema bandits for binary encoded combinatorial optimisation problems
20144 citationsauthor #1
2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, ADPRL 2014, Orlando, FL, USA, December 9-12, 2014
20140 citationsauthor #1
Hypervolume-Based Multi-Objective Reinforcement Learning
201372 citationsauthor #2
Cartesian product of scalarization functions for many-objective QAP instances with correlated flow matrices: cartesian product of scalarization functions
20134 citationsauthor #1
Bandit-Inspired Memetic Algorithms for solving Quadratic Assignment Problems
20135 citationsauthor #2
Solving satisfiability in fuzzy logics by mixing CMA-ES
201313 citationsauthor #2
Proceedings of IEEE International Conference on Evolutionary Computation
201344 citationsauthor #2
Finding Days-of-week Representation for Intelligent Machine Usage Profiling
20135 citationsauthor #4
Meta-Evolutionary Algorithms and recombination operators for satisfiability solving in fuzzy logics
20132 citationsauthor #2
Scalarized multi-objective reinforcement learning: Novel design techniques
2013281 citationsauthor #2
Designing multi-objective multi-armed bandits algorithms: A study
2013168 citationsauthor #1
Local search and restart strategies for satisfiability solving in fuzzy logics
20135 citationsauthor #2
Sets of interacting scalarization functions in local search for multi-objective combinatorial optimization problems
20137 citationsauthor #1
Generating QAP instances with known optimum solution and additively decomposable cost function
201311 citationsauthor #1
Instance generator for the quadratic assignment problem with additively decomposable cost function
20139 citationsauthor #1
Stochastic Pareto local search: Pareto neighbourhood exploration and perturbation strategies
201261 citationsauthor #1
Generalized adaptive pursuit algorithm for genetic pareto local search algorithms
20118 citationsauthor #1
Path-Guided Mutation for Stochastic Pareto Local Search Algorithms
201029 citationsauthor #1
LysNDeNovo: An algorithm enabling de novo sequencing of Lys‐N generated peptides fragmented by electron transfer dissociation
20109 citationsauthor #3
Geometrical Recombination Operators for Real-Coded Evolutionary MCMCs
20105 citationsauthor #1
Feature selection for Bayesian network classifiers using the MDL-FS score
201037 citationsauthor #1
Recombination operators and selection strategies for evolutionary Markov Chain Monte Carlo algorithms
20106 citationsauthor #1
StatQuant: a post-quantification analysis toolbox for improving quantitative mass spectrometry
200937 citationsauthor #3
Strong Cation Exchange-based Fractionation of Lys-N-generated Peptides Facilitates the Targeted Analysis of Post-translational Modifications*
200978 citationsauthor #3
Straightforward ladder sequencing of peptides using a Lys-N metalloendopeptidase
2008126 citationsauthor #2
Conditional log-likelihood MDL and Evolutionary MCMC
200621 citationsauthor #1
Recombinative EMCMC algorithms
20055 citationsauthor #1
A New MDL-Based Function for Feature Selection for Bayesian Network Classifiers
20041 citationsauthor #1
Post-Processing for MCMC
200312 citationsauthor #3
Evolutionary Markov Chain Monte Carlo
200330 citationsauthor #1

TIMELINE

2003 42 citations

2004 1 citations

2005 5 citations

2006 21 citations

2008 126 citations

2009 115 citations

2010 86 citations

2011 8 citations

2012 61 citations

2013 626 citations

2014 174 citations

2015 63 citations

2016 185 citations

2017 91 citations

2018 61 citations

2019 174 citations

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