no code implementations • 1 Apr 2021 • Ziyi Wang, Oswin So, Jason Gibson, Bogdan Vlahov, Manan S. Gandhi, Guan-Horng Liu, Evangelos A. Theodorou
In this paper, we provide a generalized framework for Variational Inference-Stochastic Optimal Control by using thenon-extensive Tsallis divergence.
no code implementations • 17 Apr 2020 • Keuntaek Lee, Bogdan Vlahov, Jason Gibson, James M. Rehg, Evangelos A. Theodorou
In this work, we present a method for obtaining an implicit objective function for vision-based navigation.
no code implementations • 7 Jan 2020 • Keuntaek Lee, Jason Gibson, Evangelos A. Theodorou
In this work, we couple a model predictive control (MPC) framework to a visual pipeline.