Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies

12 September 2024

Papers citing "Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies"

6 / 6 papers shown

Title
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi AI4CE 64 7 0 09 Apr 2024
Learning Graph Search Heuristics Michal Pándy Weikang Qiu Gabriele Corso Petar Velivcković Rex Ying J. Leskovec Pietro Lio GNN 52 8 0 07 Dec 2022
Learning to Walk with Dual Agents for Knowledge Graph Reasoning Denghui Zhang Zixuan Yuan Hao Liu Xiaodong Lin Hui Xiong 40 45 0 23 Dec 2021
Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case Paul Almasan J. Suárez-Varela Krzysztof Rusek Pere Barlet-Ros A. Cabellos-Aparicio GNN AI4CE 89 187 0 16 Oct 2019
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 432 20,089 0 30 Oct 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 189 8,833 0 04 Feb 2016