# SoftCon: Octopus swimming control based on bionic muscle actuation and soft-body dynamics

- Source: Guyuehome
- Published: 2026-11-02T11:16:00.000Z
- RoboHot: https://robohot.news/en/items/bf9cvaui58i1dvnuj6pgz27gs
- Original: https://www.guyuehome.com/detail?id=2106228627298349057

## Summary

The SoftCon framework builds an octopus swimming control pipeline from tetrahedral soft-body dynamics, muscle constraints that contract along fibers, and traveling activation waves generated by keyframe matrices and propagation filtering, using PPO to learn coordination rather than reconstruction. The framework originates from SIGGRAPH Asia 2019.