Search Results for author: Shili Sheng

Found 2 papers, 0 papers with code

Safe POMDP Online Planning via Shielding

no code implementations19 Sep 2023 Shili Sheng, David Parker, Lu Feng

POMDP online planning algorithms such as Partially Observable Monte-Carlo Planning (POMCP) can solve very large POMDPs with the goal of maximizing the expected return.

Autonomous Driving Decision Making +1

DeepTake: Prediction of Driver Takeover Behavior using Multimodal Data

no code implementations31 Dec 2020 Erfan Pakdamanian, Shili Sheng, Sonia Baee, Seongkook Heo, Sarit Kraus, Lu Feng

Nevertheless, automated vehicles may still need to occasionally hand the control back to drivers due to technology limitations and legal requirements.

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