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Diego Agudelo-España

2 accepted papers

2020

A Real-Robot Dataset for Assessing Transferability of Learned Dynamics Models

ICRA 2020poster

In the context of model-based reinforcement learning and control, a large number of methods for learning system dynamics have been proposed in recent years. The purpose of these learned models is to synthesize new control policies. An important open question is how robust current dynamics-learning m…

Cited by 10SourceScholar
2020

Bayesian Online Prediction of Change Points

UAI 2020poster

Online detection of instantaneous changes in the generative process of a data sequence generally focuses on retrospective inference of such change points without considering their future occurrences. We extend the Bayesian Online Change Point Detection algorithm to also infer the number of time step…