id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-2643	B. Rama Subbaiah	Reinforced Multi-Path Graph Attention Network (MPGA-RL-Net) for Adaptive Robotic Vision with Task-Specific Region Prioritization	2024	16	.pdf	application/pdf	6149	310	36	Multi-scale attention models offer advantages in dynamic environments, with studies reporting a 12% increase in accuracy when attention is applied across multiple scales. No. 3s (2025) 287 https://internationalpubls.com × × ∈ ∈ ∈ ∈ ∈ ∈ Once multi-scale features are extracted from the MPFE module and fused through attention, the next step is to model spatial relationships between different regions using a Graph Convolutional Network (GCN).	cache/cana-2643.pdf	txt/cana-2643.txt