# Beyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/beyond-static-llm-policies-imitation-enhanced-reinforcement-learning-for/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Yi Zhang,Lili Xie,Ruihong Qiu,Jiajun Liu,Sen Wang |
| Citations | 0 |
| DOI | 10.48550/arxiv.2510.13229 |
| Fields | Computer Science |
| Open Access | true |
| OA Status | green |
| OA URL | https://arxiv.org/pdf/2510.13229 |
| OpenAlex ID | https://openalex.org/W4415275331 |
| Type | preprint |
| Year | 2025 |

## Paper authors

- [Lili Xie](https://scholariq.org/researchers/lili-xie/)

## Paper journal

- [arXiv (Cornell University)](https://scholariq.org/journals/arxiv-cornell-university/)

## Paper primary topic

- [Privacy-Preserving Technologies in Data](https://scholariq.org/topics/privacy-preserving-technologies-in-data/)

## Paper topics

- [Privacy-Preserving Technologies in Data](https://scholariq.org/topics/privacy-preserving-technologies-in-data/)
- [Topic Modeling](https://scholariq.org/topics/topic-modeling/)
- [Recommender Systems and Techniques](https://scholariq.org/topics/recommender-systems-and-techniques/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.