| ชื่อเรื่อง | : | Adaptive Optimal Control for Redundantly Actuated Arms |
| นักวิจัย | : | Mitrovic, Djordje , Klanke, Stefan , Vijayakumar, Sethu |
| คำค้น | : | Adaptive optimal control , redundant actuation , learning dynamics |
| หน่วยงาน | : | Edinburgh Research Archive, United Kingdom |
| ผู้ร่วมงาน | : | Asada, Minoru , Hallam, John , Meyer, Jean-Arcady , Tani, Jun |
| ปีพิมพ์ | : | 2551 |
| อ้างอิง | : | http://www.springerlink.com/content/e2621223m810rk32/ , http://hdl.handle.net/1842/3666 , 10.1007/978-3-540-69134-1 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Optimal feedback control has been proposed as an attractive movement generation strategy in goal reaching tasks for anthropomorphic manipulator systems. Recent developments, such as the iterative Linear Quadratic Gaussian (iLQG) algorithm, have focused on the case of non-linear, but still analytically available, dynamics. For realistic control systems, however, the dynamics may often be unknown, difficult to estimate, or subject to frequent systematic changes. In this paper, we combine the iLQG framework with learning the forward dynamics for a simulated arm with two limbs and six antagonistic muscles, and we demonstrate how our approach can compensate for complex dynamic perturbations in an online fashion. |
| บรรณานุกรม | : |
Mitrovic, Djordje , Klanke, Stefan , Vijayakumar, Sethu . (2551). Adaptive Optimal Control for Redundantly Actuated Arms.
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Mitrovic, Djordje , Klanke, Stefan , Vijayakumar, Sethu . 2551. "Adaptive Optimal Control for Redundantly Actuated Arms".
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Mitrovic, Djordje , Klanke, Stefan , Vijayakumar, Sethu . "Adaptive Optimal Control for Redundantly Actuated Arms."
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom , 2551. Print. Mitrovic, Djordje , Klanke, Stefan , Vijayakumar, Sethu . Adaptive Optimal Control for Redundantly Actuated Arms. กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom ; 2551.
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