Oladayo S. Ajani

Orcid: 0000-0001-5796-3375

According to our database1, Oladayo S. Ajani authored at least 22 papers between 2019 and 2025.

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Bibliography

2025
Prediction-guided multi-objective reinforcement learning with corner solution search.
Comput. Electr. Eng., 2025

Entropy-weighted medoid shift: An automated clustering algorithm for high-dimensional data.
Appl. Soft Comput., 2025

2024
Multi-indicator based multi-objective evolutionary algorithm with application to neural architecture search.
Int. J. Mach. Learn. Cybern., December, 2024

Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.
Swarm Evol. Comput., 2024

Deep reinforcement learning as multiobjective optimization benchmarks: Problem formulation and performance assessment.
Swarm Evol. Comput., 2024

Covariance matrix adaptation evolution strategy based on correlated evolution paths with application to reinforcement learning.
Expert Syst. Appl., 2024

Covariance matrix adaptation evolution strategy based on ensemble of mutations for parking navigation and maneuver of autonomous vehicles.
Expert Syst. Appl., 2024

Genetic Algorithm Guided Image Channel Selection for Skin Lesion Segmentation.
IEEE Access, 2024

Priority-Encoder Ensemble for Speech Recognition.
IEEE Access, 2024

Pipe Cost Optimization in Water Distribution Network: An Analysis of Different Constraint Handling Methods.
Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

2023
Pareto-based Dynamic Difficulty Adjustment of a competitive exergame for arm rehabilitation.
Int. J. Hum. Comput. Stud., October, 2023

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.
CoRR, 2023

IcSDE+ - An Indicator for Constrained Multi-Objective Optimization.
CoRR, 2023

Robotic Assistance in Radiology: A Covid-19 Scenario.
IEEE Access, 2023

Effect of Number of Lanes on Traffic Characteristics of Reinforcement Learning Based Autonomous Driving.
IEEE Access, 2023

Recognizing Social Touch Gestures using Optimized Class-weighted CNN-LSTM Networks.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

An Optimal Re-parametrization Scheme for Generalization in Reinforcement Learning.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

On the Scalability of Parking Trajectory Optimization of Autonomous Ground Vehicles.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Gaussian Adaptation with Decaying Matrix Adaptation Weights.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022
Adaptive evolution strategy with ensemble of mutations for Reinforcement Learning.
Knowl. Based Syst., 2022

GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2019
Towards Development of an Autonomous Robotic System for Beard Shaving Assistance for Disabled People.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019


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