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This brief solves the optimal control problem of discrete-time nonlinear systems by proposing a multi-step reinforcement learning (RL) algorithm. The proposed multi-step RL algorithm is established ...
In this paper, mathematically rigorous RL circuits of high-frequency multi-winding transformers are identified using an original three-step numerical procedure. They are composed of ...
模块化架构:代码结构清晰,分为游戏逻辑、RL 环境、AI 玩家、训练器、评估器等模块,易于理解和扩展。 强化学习驱动:采用深度 Q 网络(DQN)作为核心算法,通过自我对弈(Self-Play)和多种先进的训练策略,让 AI 从零开始学习并不断进化。 先进的训练策略: ...
About Introduced fundamental principles of electric circuit analysis, including resistive circuits, circuit theorems, energy storage elements, and analysis methods. Covered transient responses in ...
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