Aritz D. Martinez

24 papers B 4Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating reinforcement learning-based neural controllers for quadcopter navigation in windy conditions.
Eng. Appl. Artif. Intell.
Alain Andres, Aritz D. Martinez, Sümer Tunçay, Ignacio Carlucho
2025 J jnl
Game On: Exploring the Potential for Soft Skill Development Through Video Games.
Inf.
Juan Bartolomé, Idoya del Río, Aritz D. Martinez, Andoni Aranguren, Ibai Laña, Sergio Alloza
2023 J jnl
EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks.
Neural Networks
Javier Poyatos, Daniel Molina, Aritz D. Martinez, Javier Del Ser, Francisco Herrera
2022 B conf
A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization.
CEC
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo
2022 J jnl
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning.
IEEE Trans. Evol. Comput.
Aritz D. Martinez, Javier Del Ser, Eneko Osaba, Francisco Herrera
2022 J jnl
EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks.
CoRR
Javier Poyatos, Daniel Molina, Aritz D. Martinez, Javier Del Ser, Francisco Herrera
2022 J jnl
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions.
Cogn. Comput.
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Amir Hussain
2021 J jnl
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking.
Inf. Sci.
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera
2021 B conf
Collaborative Exploration and Reinforcement Learning between Heterogeneously Skilled Agents in Environments with Sparse Rewards.
IJCNN
Alain Andres, Esther Villar-Rodriguez, Aritz D. Martinez, Javier Del Ser
2021 J jnl
Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions.
CoRR
Eneko Osaba, Aritz D. Martinez, Javier Del Ser
2021 J jnl
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges.
Inf. Fusion
Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera
2021 — conf
MO-MFCGA: Multiobjective Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking.
SSCI
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Antonio J. Nebro, Xin-She Yang
2021 — conf
More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems.
SSCI
Javier Del Ser, Eneko Osaba, Aritz D. Martinez, Miren Nekane Bilbao, Javier Poyatos, Daniel Molina, Francisco Herrera
2020 J jnl
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking.
CoRR
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera
2020 J jnl
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges.
CoRR
Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera
2020 B conf
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis.
CEC
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera
2020 J jnl
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis.
CoRR
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera
2020 — conf
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking.
ITSC
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser
2020 J jnl
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking.
CoRR
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser
2020 J jnl
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization.
CoRR
Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera
2020 B conf
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial optimization.
CEC
Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera
2020 J jnl
dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems.
CoRR
Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser
2020 — conf
dMFEA-II: An adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems.
GECCO Companion
Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser
2019 — conf
Hybridizing differential evolution and novelty search for multimodal optimization problems.
GECCO (Companion)
Aritz D. Martinez, Eneko Osaba, Izaskun Oregi, Iztok Fister Jr., Iztok Fister, Javier Del Ser