eess.SY(2023-10-04)

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支柱一:机器人控制 (Robot Control) (3) 支柱二:RL算法与架构 (RL & Architecture) (1)

🔬 支柱一:机器人控制 (Robot Control) (3 篇)

#题目一句话要点标签🔗
1 Learning-Aided Warmstart of Model Predictive Control in Uncertain Fast-Changing Traffic 提出学习辅助的模型预测控制以解决不确定快速变化交通问题 model predictive control multimodal
2 Online Constraint Tightening in Stochastic Model Predictive Control: A Regression Approach 提出数据驱动方法以在线学习约束紧缩参数解决随机控制问题 model predictive control
3 Stability Analysis of Hypersampled Model Predictive Control 提出超采样模型预测控制以解决稳定性分析问题 model predictive control

🔬 支柱二:RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗
4 Proximal Policy Optimization-Based Reinforcement Learning Approach for DC-DC Boost Converter Control: A Comparative Evaluation Against Traditional Control Techniques 提出基于PPO的强化学习方法以优化DC-DC升压转换器控制 reinforcement learning PPO

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