most citedEfficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and Priors

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.RO2023★ 2 cited

Efficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and Priors

Letian Wang, Jie Liu, Hao Shao +4

When autonomous vehicles are deployed on public roads, they will encounter countless and diverse driving situations. Many manually designed driving policies are difficult to scale…

math.OC2023

A New Penalty Dual-Primal Augmented Lagrangian Method and Its Extensions

Jie Liu, Xiaoqing Ou, Jiawei Chen

In this paper, we propose a penalty dual-primal augmented lagrangian method for solving convex minimization problems under linear equality or inequality constraints. The proposed m…

cs.LG2023

Data valuation: The partial ordinal Shapley value for machine learning

Jie Liu, Peizheng Wang, Chao Wu

Data valuation using Shapley value has emerged as a prevalent research domain in machine learning applications. However, it is a challenge to address the role of order in data coop…