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D. Vu

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#machine learning Preprint Aug 2026

Sense Once, Serve Many: Common-Trace Factorized Constrained PPO for Online Sensing-Session Consolidation in Multi-Tenant ISAC Networks

Common-Trace Factorized Constrained Proximal Policy Optimization (CT-PPO), a constrained Markov decision process that retains a return advantage at low, nominal, and high arrival loads, with the strongest gain under clustered arrivals.

D. Vu · 0 citations