| 1 |
Bridging RL and MPC for mixed-integer optimal control with application to Formula 1 race strategies |
提出混合强化学习与模型预测控制框架,解决混合整数最优控制问题,应用于F1赛车策略。 |
MPC model predictive control reinforcement learning |
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| 2 |
Polynomial Parametric Koopman Operators for Stochastic MPC |
提出基于多项式参数化Koopman算子的随机模型预测控制方法 |
MPC model predictive control |
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| 3 |
Explicit MPC for Parameter Dependent Linear Systems |
针对参数依赖线性系统,提出两种显式模型预测控制方法 |
MPC model predictive control |
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| 4 |
Robust IMMPC: An Offset-free MPC for Rejecting Unknown Disturbances |
提出一种鲁棒的无偏移模型预测控制(IMMPC)方法,用于抑制未知扰动。 |
MPC model predictive control |
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| 5 |
Star-Tracker-Constrained Attitude MPC for CubeSats |
提出星敏感器约束的姿态MPC控制框架,用于立方星快速调姿和目标跟踪 |
MPC model predictive control |
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| 6 |
DeePC vs. Koopman MPC for Pasteurization: A Comparative Study |
对比DeePC与Koopman MPC在巴氏消毒过程控制中的性能差异 |
MPC model predictive control |
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| 7 |
Dynamic Weight Optimization for Double Linear Policy: A Stochastic Model Predictive Control Approach |
提出基于随机模型预测控制的动态权重优化双线性策略框架 |
model predictive control |
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| 8 |
Tube-Based Safety for Anticipative Tracking in Multi-Agent Systems |
针对多智能体系统,提出基于管道的安全框架以实现前瞻性跟踪 |
MPC model predictive control |
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| 9 |
Phase Relationship between Spinal Motion and Limb Support Determines High-speed Running Performance in a Cheetah Model with Asymmetric Spinal Stiffness |
非对称脊柱刚度下,脊柱运动与肢体支撑的相位关系决定猎豹模型的高速奔跑性能 |
legged robot locomotion |
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