# Multi-objective deep reinforcement learning based time-frequency resource allocation for multi-beam satellite communications

> Research article (China Communications, 2022) · cited 67× · AI/ML

**Wikidata**: [openalex:W4210546541](https://www.wikidata.org/wiki/openalex:W4210546541)  
**Source**: https://4ort.xyz/entity/multi-objective-deep-reinforcement-learning-based-time-frequency-resource-allocation-for-multi-beam-satellite-communicat