Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning

Author:

Gunarathna Udesh1,Borovica-Gajic Renata1,Karunasekera Shanika1,Tanin Egemen1

Affiliation:

1. The University of Melbourne, Australia

Publisher

ACM

Reference33 articles.

1. Abdullah Aldwyish , Egemen Tanin , Hairuo Xie , Shanika Karunasekera , and Kotagiri Ramamohanarao . 2021 . Effective Traffic Forecasting with Multi-Resolution Learning. In 17th International Symposium on Spatial and Temporal Databases. 44--53 . Abdullah Aldwyish, Egemen Tanin, Hairuo Xie, Shanika Karunasekera, and Kotagiri Ramamohanarao. 2021. Effective Traffic Forecasting with Multi-Resolution Learning. In 17th International Symposium on Spatial and Temporal Databases. 44--53.

2. Thomas Barrett , William Clements , Jakob Foerster , and Alex Lvovsky . 2020 . Exploratory Combinatorial Optimization with Reinforcement Learning. In AAAI Conference on Artificial Intelligence. 3243--3250 . Thomas Barrett, William Clements, Jakob Foerster, and Alex Lvovsky. 2020. Exploratory Combinatorial Optimization with Reinforcement Learning. In AAAI Conference on Artificial Intelligence. 3243--3250.

3. Irwan Bello Hieu Pham Quoc V. Le Mohammad Norouzi and Samy Bengio. 2016. Neural Combinatorial Optimization with Reinforcement Learning. In arXiv preprint arXiv:1611.09940. arXiv:1611.09940 [cs.AI] Irwan Bello Hieu Pham Quoc V. Le Mohammad Norouzi and Samy Bengio. 2016. Neural Combinatorial Optimization with Reinforcement Learning. In arXiv preprint arXiv:1611.09940. arXiv:1611.09940 [cs.AI]

4. A Stochastic and Dynamic Vehicle Routing Problem in the Euclidean Plane

5. A Modified Ant Colony Optimization Algorithm to Solve a Dynamic Traveling Salesman Problem: A Case Study with Drones for Wildlife Surveillance;Chowdhury Sudipta;Journal of Computational Design and Engineering,2018

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