The experiments setup and hyperparameters of the DRL algorithm should be defined in a YAML file. Examples of experiments setup files can be found at setup_exmaple_centralized.yaml and ...

Abstract: This research proposes an Archive-based Multi-Objective Arithmetic Optimization Algorithm (MAOA) as an alternative to the recently established Arithmetic Optimization Algorithm (AOA) for ...

Abstract: Physics-informed neural networks (PINNs) incorporate physical constraints into their loss functions, allowing them to efficiently solve Partial Differential Equations (PDEs). In this work, ...