# Deep reinforcement learning with a critic-value-based branch tree for the inverse design of two-dimensional optical devices

> Research article (Applied Soft Computing, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4288046472](https://www.wikidata.org/wiki/openalex:W4288046472)  
**Source**: https://4ort.xyz/entity/deep-reinforcement-learning-with-a-critic-value-based-branch-tree-for-the-inverse-design-of-two-dimensional-optical-devi