3 citations · 6 across the 2 of their papers we have counts for
3 papers
cs.RO2020
Human-guided Robot Behavior Learning: A GAN-assisted Preference-based Reinforcement Learning Approach
Huixin Zhan, Feng Tao, Yongcan Cao
Human demonstrations can provide trustful samples to train reinforcement learning algorithms for robots to learn complex behaviors in real-world environments. However, obtaining su…
eess.SY2019★ 3 cited
Relationship Explainable Multi-objective Optimization Via Vector Value Function Based Reinforcement Learning
Huixin Zhan, Yongcan Cao
Solving multi-objective optimization problems is important in various applications where users are interested in obtaining optimal policies subject to multiple, yet often conflicti…
eess.SY2019★ 3 cited
Relationship Explainable Multi-objective Reinforcement Learning with Semantic Explainability Generation
Huixin Zhan, Yongcan Cao
Solving multi-objective optimization problems is important in various applications where users are interested in obtaining optimal policies subject to multiple, yet often conflicti…