# Design Optimization of a Pneumatic Soft Robotic Actuator Using Model-Based Optimization and Deep Reinforcement Learning

> Research article (Frontiers in Robotics and AI, 2021) · cited 31× · AI/ML

**Wikidata**: [openalex:W3163827842](https://www.wikidata.org/wiki/openalex:W3163827842)  
**Source**: https://4ort.xyz/entity/design-optimization-of-a-pneumatic-soft-robotic-actuator-using-model-based-optimization-and-deep-reinforcement-learning
