2 citations · 2 across the 4 of their papers we have counts for
4 papers
Counterfactual Explanations for Continuous Action Reinforcement Learning
Shuyang Dong, Shangtong Zhang, Lu Feng
Reinforcement Learning (RL) has shown great promise in domains like healthcare and robotics but often struggles with adoption due to its lack of interpretability. Counterfactual ex…
Quantitative Predictive Monitoring and Control for Safe Human-Machine Interaction
Shuyang Dong, Meiyi Ma, Josephine Lamp +3
There is a growing trend toward AI systems interacting with humans to revolutionize a range of application domains such as healthcare and transportation. However, unsafe human-mach…
Trust-Aware Motion Planning for Human-Robot Collaboration under Distribution Temporal Logic Specifications
Pian Yu, Shuyang Dong, Shili Sheng +2
Recent work has considered trust-aware decision making for human-robot collaboration (HRC) with a focus on model learning. In this paper, we are interested in enabling the HRC syst…
Electric Vehicle Sales Forecasting Model Considering Green Premium: A Chinese Market-based Perspective
Zhi Li, Hang Fan, Shuyan Dong
"Green Premiums" which means the difference in cost between emissions-emitting technology and zero-emissions or emissions-reducing technology is significant for those renewable ene…