Semantically Aligned Task Decomposition in Multi-Agent Reinforcement
Learning

Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning

18 May 2023

Baoxiang Wang

Papers citing "Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning"

14 / 14 papers shown

Title
AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement Shivam Singh Karthik Swaminathan Nabanita Dash Ramandeep Singh Snehasis Banerjee Mohan Sridharan Madhava Krishna LLMAG LM&Ro 108 0 0 04 Feb 2025
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 47 1 0 04 Jul 2024
Recover: A Neuro-Symbolic Framework for Failure Detection and Recovery Cristina Cornelio Mohammed Diab OffRL 30 9 0 31 Mar 2024
Efficient Human-AI Coordination via Preparatory Language-based Convention Cong Guan Lichao Zhang Chunpeng Fan Yi-Chen Li Feng Chen Lihe Li Yunjia Tian Lei Yuan Yang Yu LM&Ro 30 8 0 01 Nov 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 137 622 0 26 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 267 2,494 0 06 Oct 2022
Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning Yuchen Xiao Weihao Tan Chris Amato OffRL 60 19 0 20 Sep 2022
Can Wikipedia Help Offline Reinforcement Learning? Machel Reid Yutaro Yamada S. Gu 3DV RALM OffRL 140 95 0 28 Jan 2022
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 389 8,495 0 28 Jan 2022
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 124 161 0 15 Oct 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning H. Wang Victor Zhong Karthik Narasimhan 81 53 0 19 Jan 2021
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles Tonghan Wang Heng Dong V. Lesser Chongjie Zhang 55 210 0 18 Mar 2020
MAVEN: Multi-Agent Variational Exploration Anuj Mahajan Tabish Rashid Mikayel Samvelyan Shimon Whiteson DRL 140 355 0 16 Oct 2019