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Ivana Dusparic

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Preprint Jul 2026

Explaining Reinforcement Learning Decisions in Self-adaptive Systems

Reinforcement Learning (RL) has been extensively used in autonomous and self-* systems, but RL policies, especially deep RL ones relying on neural networks, lack transparency and are difficult to understand. This can lead to diminished user trust, and makes for a more challenging verification of systems. To address thi...

Jasmina Gajcin, Juan C. Rosero, Ivana Dusparic · 0 citations