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Course project: optimal control of a 2 dof manipulator exploiting the DDP algorithm

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LorenzoBalandi/Optimal-Control-of-a-Robotic-Manipulator

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Optimal-Control-of-a-Robotic-Manipulator

Course project: optimal control of a 2 dof manipulator exploiting the DDP algorithm. The robot has to perform some tasks in the workspace.

The main files are Task_1.m and Task_2_3.m, other files are functions used for cost function computation, algorithm initialization and computation of robot dynamics and derivatives up to second order.

Language: Matlab. We used Simulink to obtain the final animation exploiting the robot model.

Team: Lorenzo Balandi, Ludovica Ghinelli, Tommaso Prandin.

All details can be found in the report.

Robot_Model_Task4_speeded_up.mp4

XY_trajectory

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Course project: optimal control of a 2 dof manipulator exploiting the DDP algorithm

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