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Yimou Wu 2025-04-02 04:05:07 +08:00
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* 相关工作:
- [Implementation of Nonlinear Model Predictive Path-Following Control for an Industrial Robot](https://ieeexplore.ieee.org/document/7575680)
- [Predictive End-Effector Control of Manipulators on Moving Platforms Under Disturbance](https://ieeexplore.ieee.org/document/9425004) 使用时间序列分析预测基座运动并相应地转换期望轨迹使得机械臂可以达到主动在扰动下的基座运动。是使用二次规划QP公式化模型预测控制MPC问题的经典之作。
- [Learning-Based Model Predictive Control for Safe Exploration](https://ieeexplore.ieee.org/abstract/document/8619572) 将机器学习与 MPC 相结合,代表了将数据驱动的模型和学习纳入控制的现代趋势。
- [Confidence-Aware Object Capture for a Manipulator Subject to Floating-Base Disturbances](https://ieeexplore.ieee.org/document/10684104) 利用小波神经网络进行实时运动预测并且引入置信度评价实现短周期内最优轨迹规划使得机械臂在扰动平面上抓取无人机UAV表现优异具备良好的鲁棒性。
- [Predictive End-Effector Control of Manipulators on Moving Platforms Under Disturbance](https://ieeexplore.ieee.org/document/9425004)
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