2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.HC2022
Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars
Mingze Wang, Ziyang Zhang, Grace Hui Yang
This paper presents a novel approach that supports natural language voice instructions to guide deep reinforcement learning (DRL) algorithms when training self-driving cars. DRL me…
cs.LG2022★ 1 cited
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Yang Shu, Zhangjie Cao, Ziyang Zhang +2
Transfer learning aims to leverage knowledge from pre-trained models to benefit the target task. Prior transfer learning work mainly transfers from a single model. However, with th…
cs.SD2022★ 2 cited
MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient
Andong Li, Chengshi Zheng, Ziyang Zhang +1
While traditional statistical signal processing model-based methods can derive the optimal estimators relying on specific statistical assumptions, current learning-based methods fu…