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Federico Chiariotti

To Train or Not to Train: Balancing Efficiency and Training Cost in Deep Reinforcement Learning for Mobile Edge Computing

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Nov 11, 2024
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Content-based Wake-up for Energy-efficient and Timely Top-k IoT Sensing Data Retrieval

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Oct 08, 2024
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A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services

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Mar 23, 2024
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Effective Communication with Dynamic Feature Compression

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Jan 29, 2024
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Push- and Pull-based Effective Communication in Cyber-Physical Systems

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Jan 15, 2024
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Timely and Massive Communication in 6G: Pragmatics, Learning, and Inference

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Jun 30, 2023
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Goal-Oriented Scheduling in Sensor Networks with Application Timing Awareness

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Jun 06, 2023
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Fast Context Adaptation in Cost-Aware Continual Learning

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Jun 06, 2023
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Learning-Based Rich Feedback HARQ for Energy-Efficient Short Packet Transmission

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Jun 05, 2023
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Multi-Agent Reinforcement Learning for Pragmatic Communication and Control

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Feb 28, 2023
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