João L. D. Comba

Task-based behavior generalization via manifold clustering

Machine learning algorithms can be expensive to deploy, in particular, those used in robotics applications that perform many variations of the same task. Solutions to one variation of a task may be found via Reinforcement Learning algorithms, and are typically modeled as a vector of N parameters enc…