Z
Zhenhui Li
Researcher at Pennsylvania State University
Publications - 125
Citations - 8757
Zhenhui Li is an academic researcher from Pennsylvania State University. The author has contributed to research in topics: Reinforcement learning & Graph (abstract data type). The author has an hindex of 39, co-authored 120 publications receiving 5572 citations. Previous affiliations of Zhenhui Li include Salesforce.com & University of Illinois at Urbana–Champaign.
Papers
More filters
Proceedings Article
Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery
Proceedings ArticleDOI
Knowledge-based Residual Learning.
Posted Content
Objective-aware Traffic Simulation via Inverse Reinforcement Learning
TL;DR: In this article, the authors formulate traffic simulation as an inverse reinforcement learning problem, and propose a parameter sharing adversarial inverse RL model for dynamics-robust simulation learning, which is able to imitate a vehicle's trajectories in the real world while simultaneously recovering the reward function that reveals the vehicle's true objective which is invariant to different dynamics.
Journal ArticleDOI
HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling
TL;DR: In this paper , the authors proposed a new epidemic simulation framework called HMES to address the above three challenges, which covers a full pipeline of epidemic simulation and enables comprehensive fine-grained control in a large scale.
Journal ArticleDOI
Bayesian Model-Based Offline Reinforcement Learning for Product Allocation
TL;DR: This work proposes a Bayesian model-based technique that naturally produces probabilistic estimates of the environment dynamics via the posterior predictive distribution, which is used for uncertainty-penalized exploration and shows that PPOPO outperforms other offline techniques in simulation and against real-world data.