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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sajjad Baghaee

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Conference Jul 2026

Evaluating the Impact of CSI Preprocessing on WiFi-Based Human Activity Recognition

Wi-Fi Channel State Information (CSI) is a robust, privacy-preserving modality for Human Activity Recognition (HAR). Since raw CSI suffers from hardware desynchronizations and noise, preprocessing is vital. This study conducts an empirical ablation of CSI preprocessing using a fixed Two-Stream 2D CNN(Convolutional Neur...

Yiğit Can Çelik, Erdem Bera Emiroğlu, Sajjad Baghaee et al. · 0 citations
Conference Jul 2026

Analysis of Meta-Reinforcement Learning on Transfer Learning for HVAC Control

Deploying reinforcement learning (RL) agents for heating, ventilation, and air-conditioning (HVAC) control across climatically diverse buildings is challenging, as policies trained in one climate often fail to generalize to others. We investigate transfer and meta-reinforcement learning for building climate control usi...

Ulaş Filiz, Sajjad Baghaee, Mubeen Ahmed Fayyaz et al. · 0 citations

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