1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.OC2025
A Near-optimal Method for Linearly Constrained Composite Non-convex Non-smooth Problems
Wei Liu, Qihang Lin, Yangyang Xu
We study first-order methods (FOMs) for solving \emph{composite nonconvex nonsmooth} optimization with linear constraints. Recently, the lower complexity bounds of FOMs on finding…
cs.RO2023★ 1 cited
Multi-level decision framework collision avoidance algorithm in emergency scenarios
Guoying Chen, Xinyu Wang, Min Hua +1
With the rapid development of autonomous driving, the attention of academia has increasingly focused on the development of anti-collision systems in emergency scenarios, which have…
cs.LG2023
Q-Cogni: An Integrated Causal Reinforcement Learning Framework
Cris Cunha, Wei Liu, Tim French +1
We present Q-Cogni, an algorithmically integrated causal reinforcement learning framework that redesigns Q-Learning with an autonomous causal structure discovery method to improve…