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

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cs.LG2024★ 12 cited

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…