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The optimality of the behaviour is formulated as a reference trajectory tracking problem.
This specified flight-path is treated as a reference trajectory to be tracked.
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This is particularly relevant for the subclass of problems in which we have access to the goal or to the highest value that a reward can take (e.g., reaching the center of a target, be as close as possible to a reference trajectory, etc).
Consequently, OSG yields closed-loop trajectories that do not need a reference trajectory.
It recognizes behaviors by analyzing the similarities to a reference trajectory of each specific behavior.
A novel Terminal Sliding Mode Control (TSMC) for tracking a reference trajectory is proposed.
Simulation study is carried out on a two-link robotic manipulator tracking a reference trajectory.
The basic approach is based on tracking a reference trajectory in the state space.
A reference trajectory of the look angle is shaped using polynomials.
Dynamic time warping (DTW) algorithm [13], [16] computes a cost corresponding to a match between a reference trajectory and a subject recall trajectory.
The average trajectories where then aligned in time and in space to a reference trajectory that was generated together with the ground truth trajectory.
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