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

Author

Kai Wang

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#edge computing Oct 2026

Heuristic-Supervised-DRL: A Unified Optimization Framework With Convergence Analysis

Many real-world problems involve hierarchical multi-objective optimization over coupled sequential decisions. A common strategy is to combine heuristic planning with deep reinforcement learning (DRL). While existing hybrid methods often show strong empirical performance, the coupled closed-loop learning dynamics betwee...

Wei Zhao, Kai Wang, Xiangyu Liu et al. · 0 citations
Jul 2026

A lightweight multi-scale framework with edge enhancement and attention for small object detection in UAV imagery

The proposed EAMS-YOLO provides a balanced trade-off among detection accuracy, model complexity, and deployment adaptability, making it well suited for UAV-based small object detection in resource-constrained environments.

Ruilin Pan, Xialian Sang, Kai Wang et al. · 0 citations

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