Research output per year
Research output per year
Personal profile
SUMMARY of research interests (100 words)
My research interest lies in the dynamic field of online learning, self-adaptive systems, and multi-armed bandit algorithms. I focus on developing frameworks that enable software systems to adapt autonomously to changing environments and optimize decision-making processes in real-time.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 2 Conference contribution/Paper
-
Decision-Making in Evolving Environments: A Bayesian Multi-Agent Bandit Framework
Alsomali, M., Soriano Marcolino, L., Porter, B. & Rodrigues-Filho, R., 2025, AAMAS: International Conference on Autonomous Agents and Multiagent Systems. ACM, 2 p.Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Open AccessFile62 Downloads (Pure) -
An Online Incremental Learning Approach for Configuring Multi-arm Bandits Algorithms
Alsomali, M., Rodrigues-Filho, R., Soriano Marcolino, L. & Porter, B., 4/07/2024, (Accepted/In press) ECAI: European Conference On Artificial Intelligence. 8 p. 2033Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Open AccessFile38 Downloads (Pure)
Activities
- 1 Public Lecture/ Debate/Seminar
-
Autonomous Systems Workshop: IEEE ACSOS Reginal Event UK.
Alsomali, M. (Speaker)
2022Activity: Talk or presentation types › Public Lecture/ Debate/Seminar