Search Results for author: Renen Sun

Found 2 papers, 0 papers with code

Explainable Behavior Cloning: Teaching Large Language Model Agents through Learning by Demonstration

no code implementations30 Oct 2024 Yanchu Guan, Dong Wang, Yan Wang, Haiqing Wang, Renen Sun, Chenyi Zhuang, Jinjie Gu, Zhixuan Chu

In this paper, we propose an Explainable Behavior Cloning LLM Agent (EBC-LLMAgent), a novel approach that combines large language models (LLMs) with behavior cloning by learning demonstrations to create intelligent and explainable agents for autonomous mobile app interaction.

Code Generation Language Modeling +3

OptScaler: A Collaborative Framework for Robust Autoscaling in the Cloud

no code implementations26 Oct 2023 Ding Zou, Wei Lu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Xiaojin Wang, KangYu Liu, Haiqing Wang, Kefan Wang, Renen Sun

In addressing these challenges, we propose OptScaler, a collaborative autoscaling framework that integrates proactive and reactive modules through an optimization module.

Cloud Computing Model Predictive Control

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