A Framework for History-Aware Hyperparameter Optimisation in Reinforcement Learning

Juan Marcelo Parra-Ullauri, Chen Zhen, Antonio García-Domínguez +5

A Reinforcement Learning (RL) system depends on a set of initial conditions (hyperparameters) that affect the system's performance. However, defining a good choice of hyperparamete…