Search Results for author: Brian Goldfain

Found 2 papers, 1 papers with code

Locally Weighted Regression Pseudo-Rehearsal for Online Learning of Vehicle Dynamics

no code implementations13 May 2019 Grady Williams, Brian Goldfain, James M. Rehg, Evangelos A. Theodorou

We consider the problem of online adaptation of a neural network designed to represent vehicle dynamics.

regression

Information Theoretic Model Predictive Control: Theory and Applications to Autonomous Driving

2 code implementations7 Jul 2017 Grady Williams, Paul Drews, Brian Goldfain, James M. Rehg, Evangelos A. Theodorou

We present an information theoretic approach to stochastic optimal control problems that can be used to derive general sampling based optimization schemes.

Robotics

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