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Abstract: Graph-structured combinatorial problems in complex networks are prevalent in many domains, and are computationally demanding due to their complexity and non-linear nature. Traditional ...

Abstract: In this paper, the causal bandit problem is investigated, with the objective of maximizing the long-term reward by selecting an optimal sequence of interventions on nodes in an unknown ...

diffusion/co_datasets, dataset wrappers. diffusion/models, neural networks. diffusion/tools, executable shell generation tools. diffusion/utils, task-specific utilities. diffusion/pl_meta_model.py, ...

This project is a two-level online solution for real-time decision-making in the uncertain MT-TSP. The high-level module plans the target sequence and the low-level module executes the corresponding ...