A Comparative Study on the Learning Efficiency of AI Agents: Progressive Training vs. One-Shot Training

Reinforcement learning (RL) has seen growing application in agent training and educational simulations due to its human-like decision-making capabilities. However, in complex environments, learning efficiency and strategy stability remain key challenges. ...