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Multi-Agent Based Transfer Learning for Data-Driven Air Traffic Applications
By pre-training the MA-BERT on a large dataset from a major airport and then fine-tuning it to other airports and specific air traffic applications, a large amount of the total training time can be saved.
Safety-guaranteed Reinforcement Learning based on Multi-class Support Vector Machine
The proposed algorithm is developed for the discrete state and action space and utilizes a multi-class support vector machine (SVM) to represent the policy.
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