Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem.

Jingchen Jiang Xuan Zhou Jiayuan Li Geng Han Xiang Shi Fang Deng Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem. 36280-36288 2026 AAAI https://doi.org/10.1609/aaai.v40i43.40947 conf/aaai/2026 db/conf/aaai/aaai2026.html#JiangZLHSD26