Abstract To tackle challenges such as convergence difficulties and suboptimal performance in the application of reinforcement learning to intelligent decision-making for joint operations. this study introduces an enhanced decision-making approach for joint operations utilizing an improved Proximal Policy Optimization (PPO) algorithm. We propose a structured intelligent decision-making... https://www.balboasurfandsstylers.shop/product-category/keychains/