publications – E. Iaccarino

Application of RL and DRL algorithms to strategic decision-making in Blackjack and Poker, exploring uncertainty and incomplete information.

A deep learning pipeline for classifying mammographic images from the CBIS dataset, leveraging preprocessing and transfer learning.

Implementation and comparative study of reinforcement learning algorithms in Unity ML environments, with case studies on WallJump and SoccerTwos.

Analysis of RL algorithms in deterministic and stochastic Frozen Lake environments, with hyperparameter optimization via Optuna.