Concepedia

Hengshuai Yao

HY

Statistics

Publications

16

Citations

633

H-Index

14

Active since

2008

Affiliations

University of Alberta(Current)

Huawei Technologies (Canada)

Indian Institute of Science Bangalore

City University of Hong Kong

Huawei Technologies (United Kingdom)

Hengshuai Yao is an author at University of Alberta specializing in computing, reinforcement learning, and policy learning.

Publications per year

2008–2024

16

Publications

16

Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions

Shahin Atakishiyev, Mohammad Salameh, Hengshuai Yao et al. · IEEE Access · 2024 · 210 citations · Full text

Computing, Autonomous Systems, Computer Science +16

Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions

Shahin Atakishiyev, Mohammad Salameh, Hengshuai Yao et al. · arXiv (Cornell University) · 2021 · 74 citations · Full text

Computing, Autonomous Systems, Computer Science +16

Mapless Navigation among Dynamics with Social-safety-awareness: a reinforcement learning approach from 2D laser scans

Jun Jin, Nhat M. Nguyen, Nazmus Sakib et al. · 2020 · 71 citations · Full text

Engineering, Autonomous Systems, Computer Science +17

A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence

Miyoung Kim, Shahin Atakishiyev, Housam Khalifa Bashier Babiker et al. · Machine Learning and Knowledge Extraction · 2021 · 54 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Distributional Reinforcement Learning for Efficient Exploration

Borislav Mavrin, Hengshuai Yao, Linglong Kong et al. · arXiv (Cornell University) · 2019 · 30 citations · Full text

Computing, Mathematics, Machine Learning +10

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