IEEE

Reinforcement Learning Approach for Highway Lane-Changing: PPO-Based Strategy Design

Abstract: This paper presents a novel approach to highway lane-changing using reinforcement learning, specifically employing the Proximal Policy Optimization (PPO) algorithm. The proposed strategy ...
IEEE

Research on Modeling and Reinforcement Learning Scheduling Approaches for Flexible Job Shop ...

Abstract: This study focuses on the Flexible Job Shop Scheduling Problem (FJSP) and proposes an improved Proximal Policy Optimization (PPO) algorithm. First, we establish a mathematical model for ...