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20242026
most citedRIS-Assisted Aerial Non-Terrestrial Networks: An Intelligent Synergy with Deep Reinforcement Learning

1 citations · 1 across the 17 of their papers we have counts for

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cs.LG2026

Epistemic Uncertainty for Test-Time Discovery

Kainat Riaz, Muhammad Ahmed Mohsin, Ahsan Bilal +5

Automated scientific discovery using large language models relies on identifying genuinely novel solutions. Standard reinforcement learning penalizes high-variance mutations, which…

eess.SP2026

Canonical Optimization for MIMO MAC Design

Muhammad Umer, Muhammad Ahmed Mohsin, Ahsan Bilal +1

Resource allocation in the multiple-input multiple-output (MIMO) multiple access channel (MAC) is a fundamental problem in multiuser communications, yet it is increasingly treated…