# Rule-Guidance Reinforcement Learning for Lane Change Decision-making: A Risk Assessment Approach

> Research article (Chinese Journal of Mechanical Engineering, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4408498267](https://www.wikidata.org/wiki/openalex:W4408498267)  
**Source**: https://4ort.xyz/entity/rule-guidance-reinforcement-learning-for-lane-change-decision-making-a-risk-assessment-approach