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Muhammad Umer

Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey

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Apr 20, 2025
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Resource Allocation for RIS-Assisted CoMP-NOMA Networks using Reinforcement Learning

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Apr 01, 2025
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Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach

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Mar 09, 2025
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Computation Offloading Strategies in Integrated Terrestrial and Non-Terrestrial Networks

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Feb 21, 2025
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Hierarchical Deep Reinforcement Learning for Adaptive Resource Management in Integrated Terrestrial and Non-Terrestrial Networks

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Jan 16, 2025
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RIS-Assisted Aerial Non-Terrestrial Networks: An Intelligent Synergy with Deep Reinforcement Learning

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Dec 25, 2024
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Adversary Aware Continual Learning

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Apr 27, 2023
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Contributor-Aware Defenses Against Adversarial Backdoor Attacks

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May 28, 2022
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False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger

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Feb 09, 2022
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Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models

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Feb 16, 2021
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