Yao, Hengshuai

1. Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions
   2021/12/21 by Shahin Atakishiyev, Atakishiyev, Shahin, Mohammad Salameh +5 · 13 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
2. The Sufficiency of Off-Policyness and Soft Clipping: PPO is still Insufficient according to an Off-Policy Measure
   2022/05/20 by Chen, Xing, Diao, Dongcui, Chen, Hechang +7 · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Negative Log Likelihood Ratio Loss for Deep Neural Network Classification
   2018/04/27 by Donglai Zhu, Hengshuai Yao, Zhu, Donglai +5 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
4. Breaking the Deadly Triad with a Target Network
   2021/01/21 by Zhang, Shangtong, Yao, Hengshuai, Whiteson, Shimon · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
   2018/11/06 by Zhang, Shangtong, Chen, Hao, Yao, Hengshuai · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Deep Reinforcement Learning with Decorrelation
   2019/03/18 by Mavrin, Borislav, Yao, Hengshuai, Kong, Linglong · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Discounted Reinforcement Learning Is Not an Optimization Problem
   2019/10/04 by Abhishek Naik, Roshan Shariff, Naik, Abhishek +7 · 1 citation
   Business, Management and Accounting · Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Supply Chain and Inventory Management
8. Towards a practical measure of interference for reinforcement learning
   2020/07/07 by Liu, Vincent, White, Adam, Yao, Hengshuai +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Understanding and Mitigating the Limitations of Prioritized Experience Replay
   2020/07/19 by Yangchen Pan, Jincheng Mei, Pan, Yangchen +11 · 1 citation
   Computer Science · Neuroscience · #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function
10. QUOTA: The Quantile Option Architecture for Reinforcement Learning
    2018/11/05 by Shangtong Zhang, Borislav Mavrin, Zhang, Shangtong +7 · 1 citation
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Auction Theory and Applications