no code implementations • 7 Feb 2023 • Huiliang Zhang, Di wu, Benoit Boulet
Safety has been recognized as the central obstacle to preventing the use of reinforcement learning (RL) for real-world applications.
no code implementations • 23 Oct 2022 • Huiliang Zhang, Di wu, Benoit Boulet
The building sector has been recognized as one of the primary sectors for worldwide energy consumption.
no code implementations • 10 Sep 2022 • Yujie Lu, Huiliang Zhang, Ping Nie, Weixi Feng, Wenda Xu, Xin Eric Wang, William Yang Wang
In this paper, we propose an Unseen Discrepancy Anticipating Vision and Language Navigation (DAVIS) that learns to generalize to unseen environments via encouraging test-time visual consistency.
no code implementations • 28 Jun 2021 • Huiliang Zhang, Sayani Seal, Di wu, Benoit Boulet, Francois Bouffard, Geza Joos
Building energy management is one of the core problems in modern power grids to reduce energy consumption while ensuring occupants' comfort.