Yanhua Li

activity

20192023

most cited

f

-GAIL: Learning

f

-Divergence for Generative Adversarial Imitation Learning

11 citations · 17 across the 7 of their papers we have counts for

collaborators

Showing cs.LGShow all

3 papers · 1 filter

cs.LG2023

STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19

Han Bao, Xun Zhou, Yiqun Xie +2

Human mobility estimation is crucial during the COVID-19 pandemic due to its significant guidance for policymakers to make non-pharmaceutical interventions. While deep learning app…

cs.LG2022

HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data

Bang An, Amin Vahedian, Xun Zhou +2

Traffic accident forecasting is a significant problem for transportation management and public safety. However, this problem is challenging due to the spatial heterogeneity of the…

cs.LG2020★ 11 cited

$f$ -GAIL: Learning $f$ -Divergence for Generative Adversarial Imitation Learning

Xin Zhang, Yanhua Li, Ziming Zhang +1

Imitation learning (IL) aims to learn a policy from expert demonstrations that minimizes the discrepancy between the learner and expert behaviors. Various imitation learning algori…

STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19

HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data

f-GAIL: Learning f-Divergence for Generative Adversarial Imitation Learning

$f$ -GAIL: Learning $f$ -Divergence for Generative Adversarial Imitation Learning