no code implementations • 14 Dec 2019 • Dicong Qiu, Yibiao Zhao, Chris L. Baker
In this paper, we present an efficient differential dynamic programming (DDP) algorithm for belief space planning in POMDPs with uncertainty over a discrete latent state, and continuous states, actions, observations, and nonlinear dynamics.
no code implementations • 10 Sep 2018 • Dicong Qiu
Planetary exploration missions with Mars rovers are complicated, which generally require elaborated task planning by human experts, from the path to take to the images to capture.
1 code implementation • 23 Apr 2018 • Dicong Qiu, Karthik Paga
The potential positive impact of autonomous driving and driver assistance technolo- gies have been a major impetus over the last decade.
no code implementations • 31 Jan 2018 • Dicong Qiu
Entrapment detection is a prerequisite for planetary rovers to perform autonomous rescue procedure.