A Comparative Study of Deep Reinforcement Learning Models: DQN vs PPO vs A2C

Neil De La Fuente, Daniel A. Vidal Guerra

This study conducts a comparative analysis of three advanced Deep Reinforcement Learning models: Deep Q-Networks (DQN), Proximal Policy Optimization (PPO), and Advantage Actor-Crit…