This dataset contains training and evaluation data generated from multi objective RL models for bi objective and 3 objective cases and the trained models. The training_monitor.csv provides the details for the training data in terms of the rewards and accepted and processed services where each row corresponds to an episode. The evaluation_monitor.csv contains the respective evaluation data including the rewards, processed and accepted numbr of services for each episode represented by a row. The trained models are saved as best_model.zip which can be used to reproduce evaluation results.