Saba Q. Yahyaa

According to our database, Saba Q. Yahyaa authored at least 14 papers between 2012 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Scalarized and Pareto Knowledge Gradient for Multi-objective Multi-armed Bandits.

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

Trans. Comput. Collect. Intell., 2015

Correlated Gaussian Multi-Objective Multi-Armed Bandit Across Arms Algorithm.

Saba Q. Yahyaa, Madalina M. Drugan

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Thompson Sampling in the Adaptive Linear Scalarized Multi Objective Multi Armed Bandit.

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

Proceedings of the ICAART 2015, 2015

Thompson Sampling for Multi-Objective Multi-Armed Bandits Problem.

Saba Q. Yahyaa, Bernard Manderick

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

Annealing linear scalarized based multi-objective multi-armed bandit algorithm.

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

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

The scalarized multi-objective multi-armed bandit problem: An empirical study of its exploration vs. exploitation tradeoff.

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

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Knowledge Gradient for Online Reinforcement Learning.

Saba Q. Yahyaa, Bernard Manderick

Proceedings of the Agents and Artificial Intelligence - 6th International Conference, 2014

Online Knowledge Gradient Exploration in an Unknown Environment.

Saba Q. Yahyaa, Bernard Manderick

Proceedings of the ICAART 2014, 2014

Knowledge Gradient for Multi-objective Multi-armed Bandit Algorithms.

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

Proceedings of the ICAART 2014, 2014

Linear Scalarized Knowledge Gradient in the Multi-Objective Multi-Armed Bandits Problem.

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

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Annealing-pareto multi-objective multi-armed bandit algorithm.

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

Proceedings of the 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2014

2013

Knowledge Gradient Exploration in Online Least Squares Policy Iteration.

Saba Q. Yahyaa, Bernard Manderick

Proceedings of the ICAART 2013, 2013

Empirical Evaluation of Shortest Path Gaussian Kernels over State Action Graphs.

Saba Q. Yahyaa, Bernard Manderick

Proceedings of the ICAART 2013, 2013

2012

The Exploration vs Exploitation Trade-Off in Bandit Problems: An Empirical Study.

Bernard Manderick, Saba Q. Yahyaa

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012