Enabling Intelligent Interactions between an Agent and an LLM: A
Reinforcement Learning Approach

Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach

6 June 2023

Papers citing "Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach"

13 / 13 papers shown

Title
The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning Sheila Schoepp Masoud Jafaripour Yingyue Cao Tianpei Yang Fatemeh Abdollahi Shadan Golestan Zahin Sufiyan Osmar Zaiane Matthew E. Taylor OffRL LM&Ro 46 0 0 24 Feb 2025
How to Build a Pre-trained Multimodal model for Simultaneously Chatting and Decision-making? Zuojin Tang Bin-Bin Hu Chenyang Zhao De Ma Gang Pan Bin Liu 15 0 0 21 Oct 2024
LLM-Empowered State Representation for Reinforcement Learning Boyuan Wang Yun Qu Yuhang Jiang Jianzhun Shao Chang-rui Liu Wenming Yang Xiangyang Ji 24 7 0 18 Jul 2024
Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models Fuxiang Zhang Junyou Li Yi-Chen Li Zongzhang Zhang Yang Yu Deheng Ye OffRL KELM 44 1 0 04 Jul 2024
Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games Yikuan Yan Yaolun Zhang Keman Huang 29 10 0 26 Mar 2024
Maximizing NFT Incentives: References Make You Rich Guangsheng Yu Qin Wang Caijun Sun L. Nguyen H.M.N. Dilum Bandara Shiping Chen 30 1 0 09 Feb 2024
Hierarchical Continual Reinforcement Learning via Large Language Model Chaofan Pan Xin Yang Hao Wang Wei Wei Tianrui Li 20 2 0 25 Jan 2024
Building Open-Ended Embodied Agent via Language-Policy Bidirectional Adaptation Shaopeng Zhai Jie Wang Tianyi Zhang Fuxian Huang Qi Zhang Ming Zhou Jing Hou Yu Qiao Yu Liu LLMAG LM&Ro 26 1 0 12 Dec 2023
Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents Zihao Zhou Bin-Bin Hu Chenyang Zhao Pu Zhang Bin Liu LLMAG 25 8 0 22 Nov 2023
ClausewitzGPT Framework: A New Frontier in Theoretical Large Language Model Enhanced Information Operations Benjamin Kereopa-Yorke 14 1 0 11 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 25 228 0 05 Oct 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 39 1,101 0 22 Aug 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022