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H.M. Cekirge

2 papers indexed

openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24

AUTONOMOUS ROBOTICS THROUGH DETERMINISTIC (NON-ITERATIVE) ARTIFICIAL INTELLIGENCE: AUTONOMY THROUGH STRUCTURE. INTELLIGENCE THROUGH DETERMINISTIC EQUILIBRIUM.

H.M. Cekirge

Artificial intelligence has achieved remarkable success through optimization-based learning, probabilistic reasoning, deep neural networks, and increasingly complex computational architectures. Despite these advances, many autonomous robotic systems continue to rely on iterative…

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openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24

DETERMINISTIC SUSTAINABLE COST-EFFICIENT ARTIFICIAL INTELLIGENCE: A Complementary Computational Framework

H.M. Cekirge

Deterministic Sustainable Cost-Efficient Artificial Intelligence presents a complementary deterministic (non-iterative) perspective on artificial intelligence. Rather than treating learning exclusively as an iterative optimization process, this book explores conditions under whic…

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