arXiv Artificial Intelligence· Franco Terranova (UL, LORIA, RESIST), Guillermo Bernardez (UC Santa Barbara - UCSB), Albert Cabellos-Aparicio (UPC), Nina Miolane (UC Santa Barbara - UCSB), Abdelkader Lahmadi (LORIA, UL, RESIST)·· 3 小时前AI 评分31
基于投影智能体的图组合优化:兼顾泛化性与可扩展性
Projecting Latent RL Actions: Towards Generalizable and Scalable Graph Combinatorial Optimization
AI 导读
研究者提出基于 Wolpertinger 框架的投影智能体(projection agents),在共享 GNN 潜空间中单次前向预测潜动作,再经最近邻解码为图上的合法离散动作。
来源:arXiv Artificial Intelligence · arxiv.org