LLM-based Multi-Agent Reinforcement Learning: Current and Future
Directions

LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions

17 May 2024

Papers citing "LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions"

9 / 9 papers shown

Title
MARCO: A Multi-Agent System for Optimizing HPC Code Generation Using Large Language Models Asif Rahman Veljko Cvetkovic Kathleen Reece Aidan Walters Yasir Hassan Aneesh Tummeti Bryan Torres Denise Cooney Margaret Ellis Dimitrios S. Nikolopoulos LLMAG 62 0 0 06 May 2025
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs Sanjoy Chowdhury Hanan Gani Nishit Anand Sayan Nag Ruohan Gao Mohamed Elhoseiny Salman Khan Dinesh Manocha LRM 49 0 0 29 Mar 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Hong Qing Yu Frank McQuade 48 1 0 14 Mar 2025
MARLIN: Multi-Agent Reinforcement Learning Guided by Language-Based Inter-Robot Negotiation Toby Godfrey William Hunt Mohammad D. Soorati 56 1 0 18 Oct 2024
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments Jen-tse Huang E. Li Man Ho Lam Tian Liang Wenxuan Wang Youliang Yuan Wenxiang Jiao Xing Wang Zhaopeng Tu Michael R. Lyu ELM LLMAG 80 32 0 18 Mar 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding Yi Xin Junlong Du Qiang Wang Zhiwen Lin Ke Yan VPVLM 84 49 0 14 Dec 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,734 0 07 Apr 2023
Learning by Distilling Context Charles Burton Snell Dan Klein Ruiqi Zhong ReLM LRM 163 44 0 30 Sep 2022
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration Xavier Puig Tianmin Shu Shuang Li Zilin Wang Yuan-Hong Liao J. Tenenbaum Sanja Fidler Antonio Torralba LM&Ro 96 123 0 19 Oct 2020