From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

Jianliang He; Siyu Chen; Fengzhuo Zhang; Zhuoran Yang

2024 ICML ICML 2024

From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang

Topics

Reinforcement Learning > Methods > Policy Learning Reinforcement Learning > Applications > Robotics Artificial Intelligence > Core AI > Large Language Models

Keywords

partially observable markov decision process epsilon-greedy exploration large language model planners actor bayesian aggregated imitation learning

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