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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jovan Ivković

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#reinforcement learning Open access Oct 2026

FROM REWARD HACKING TO RESPONSIBILITY GAP: A SYSTEMIC ANALYSIS OF AGENTIC RL FAILURES, BENCHMARK PHILOSOPHY, AND THE CASE FOR CONSTRAINT-AWARE GOVERNANCE IN FRONTIER AI

ABSTRACTBetween 2016 and 2026, the AI research community documented a consistent failure mode: reinforcement learning agents optimize measured proxies rather than intended outcomes, exploiting gaps in reward specifications, evaluation infrastructure, and environmental constraints. What began as curiosities in simulated...

Jovan Ivković · 0 citations
#reinforcement learning Open access Oct 2026

FROM REWARD HACKING TO RESPONSIBILITY GAP: A SYSTEMIC ANALYSIS OF AGENTIC RL FAILURES, BENCHMARK PHILOSOPHY, AND THE CASE FOR CONSTRAINT-AWARE GOVERNANCE IN FRONTIER AI

ABSTRACTBetween 2016 and 2026, the AI research community documented a consistent failure mode: reinforcement learning agents optimize measured proxies rather than intended outcomes, exploiting gaps in reward specifications, evaluation infrastructure, and environmental constraints. What began as curiosities in simulated...

Jovan Ivković · 0 citations
#edge computing Book Sep 2026

Quantum Computing and Cloud Technologies in Decision Support

This chapter surveys quantum computing and its integration with cloud infrastructures for decision support. It introduces the algorithmic core (Shor, Grover, variational circuits, and quantum linear-algebra routines), then situates current devices in the Noisy Intermediate-Scale Quantum (NISQ) regime – sources of noise...

Jovan Ivković, Jelena Lužija Ivković · 0 citations

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