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cs.LG2020
DeepKoCo: Efficient latent planning with a task-relevant Koopman representation
Bas van der Heijden, Laura Ferranti, Jens Kober +1
This paper presents DeepKoCo, a novel model-based agent that learns a latent Koopman representation from images. This representation allows DeepKoCo to plan efficiently using linea…
cs.RO2020
Model Predictive Contouring Control for Collision Avoidance in Unstructured Dynamic Environments
Bruno Brito, Boaz Floor, Laura Ferranti +1
This paper presents a method for local motion planning in unstructured environments with static and moving obstacles, such as humans. Given a reference path and speed, our optimiza…