Author

Ahmad Al Hanbali

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#artificial intelligence Preprint Oct 2026

Homomorphic Advantage Operator: Stabilizing Reinforcement Learning Under Fully Homomorphic Encryption Constraints

Privacy-preserving machine learning presents significant deployment challenges on the cloud for intelligent systems with confidential data. Fully Homomorphic Encryption (FHE) offers a compelling solution for secure computation, preserving data confidentiality of cloud computations. However, applying FHE to reinforcemen...

Abid Mohamed Nadhir, A. Al Hanbali, Beggas Mounir · 0 citations

Conference Jul 2026

Reinforcement Learning–Based Operational Optimization of a Hybrid Wind–CSP System with Thermal and Battery Energy Storage

Hybrid renewable power plants that combine multiple generation technologies with energy storage can improve renewable utilization and reliability, but their operation requires solving a high-dimensional, sequential dispatch problem under uncertainty. This paper presents a reinforcement learning (RL) framework for opera...

Monzer Khalid, Ahmad Al Hanbali, M. Aldurgam et al. · International Conference on... · 0 citations