# Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning

> Research article (Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4321479987](https://www.wikidata.org/wiki/openalex:W4321479987)  
**Source**: https://4ort.xyz/entity/marketing-budget-allocation-with-offline-constrained-deep-reinforcement-learning