LiveTune: Dynamic Parameter Tuning for Feedback-Driven Optimization

方法与贡献

LiveVariables 通过指定的系统端口开放优化参数，支持在不重启优化循环的情况下实时调整参数。

更早的实时优化参数调节系统；Interactive Training 将人和智能体的命令接入训练，第二版提供共用的控制协议。

结合主题阅读

让人和 AI 智能体控制正在运行的训练任务 →

引用

Soheil Zibakhsh Shabgahi, Nojan Sheybani, Aiden Tabrizi, Farinaz Koushanfar. LiveTune: Dynamic Parameter Tuning for Feedback-Driven Optimization. arXiv.

@misc{shabgahi2023livetune,
  title = {{LiveTune: Dynamic Parameter Tuning for Feedback-Driven Optimization}},
  author = {Shabgahi, Soheil Zibakhsh and Sheybani, Nojan and Tabrizi, Aiden and Koushanfar, Farinaz},
  year = {2023},
  url = {https://arxiv.org/abs/2311.17279},
  eprint = {2311.17279},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2311.17279}
}