Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

3 February 2023

Xiaojian Ma

Papers citing "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents"

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Title
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments M. Rigaki Ondrej Lukás C. Catania Sebastian Garcia LLMAG 14 11 0 23 Aug 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 1,088 0 22 Aug 2023
A Human-on-the-Loop Optimization Autoformalism Approach for Sustainability Ming Jin Bilgehan Sel Fnu Hardeep W. Yin AI4CE 20 2 0 20 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 56 585 0 18 Aug 2023
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception Yunhao Yang Cyrus Neary Ufuk Topcu LM&Ro OffRL 17 5 0 10 Aug 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 29 257 0 07 Aug 2023
Pre-Trained Large Language Models for Industrial Control Lei Song Chuheng Zhang Li Zhao Jiang Bian LM&Ro AI4CE 20 12 0 06 Aug 2023
InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent Po-Lin Chen Cheng-Shang Chang LM&Ro LLMAG 17 14 0 03 Aug 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 25 193 0 24 Jul 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 45 155 0 05 Jul 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Jackson Wang Haotian Sun Chao Zhang ELM LLMAG 12 211 0 23 Jun 2023
Semantic HELM: A Human-Readable Memory for Reinforcement Learning Fabian Paischer Thomas Adler M. Hofmarcher Sepp Hochreiter 16 9 0 15 Jun 2023
ChessGPT: Bridging Policy Learning and Language Modeling Xidong Feng Yicheng Luo Ziyan Wang Hongrui Tang Mengyue Yang Kun Shao D. Mguni Yali Du Jun Wang 9 38 0 15 Jun 2023
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence John J. Nay David Karamardian Sarah Lawsky Wenting Tao Meghana Moorthy Bhat Raghav Jain Aaron Travis Lee Jonathan H. Choi Jungo Kasai ELM AILaw 16 56 0 12 Jun 2023
RestGPT: Connecting Large Language Models with Real-World RESTful APIs Yifan Song Weimin Xiong Dawei Zhu Wenhao Wu Han Qian ... Cheng Li Ke Wang Rong Yao Ye Tian Sujian Li RALM LLMAG CLL LM&MA 14 56 0 11 Jun 2023
Large Language Models Are Semi-Parametric Reinforcement Learning Agents Danyang Zhang Lu Chen Situo Zhang Hongshen Xu Zihan Zhao Kai Yu LM&Ro KELM LLMAG 17 20 0 09 Jun 2023
Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach Bin-Bin Hu Chenyang Zhao Pushi Zhang Zihao Zhou Yuanhang Yang Zenglin Xu Bin Liu LM&Ro LLMAG 17 21 0 06 Jun 2023
Responsible Task Automation: Empowering Large Language Models as Responsible Task Automators Zhizheng Zhang Xiaoyi Zhang Wenxuan Xie Yan Lu 10 13 0 02 Jun 2023
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz Keiran Paster Harris Chan Jimmy Ba Sheila A. McIlraith LM&Ro 16 66 0 01 Jun 2023
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking Shengran Hu Jeff Clune LM&Ro OffRL LRM AI4CE 17 27 0 01 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 16 125 0 30 May 2023
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks Bill Yuchen Lin Yicheng Fu Karina Yang Faeze Brahman Shiyu Huang Chandra Bhagavatula Prithviraj Ammanabrolu Yejin Choi Xiang Ren LLMAG LM&Ro LRM 28 135 0 27 May 2023
AdaPlanner: Adaptive Planning from Feedback with Language Models Haotian Sun Yuchen Zhuang Lingkai Kong Bo Dai Chao Zhang LLMAG 16 124 0 26 May 2023
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory Xizhou Zhu Yuntao Chen Hao Tian Chenxin Tao Weijie Su ... Lewei Lu Xiaogang Wang Yu Qiao Zhaoxiang Zhang Jifeng Dai LLMAG LM&Ro 18 212 0 25 May 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 32 744 0 25 May 2023
Understanding the Capabilities of Large Language Models for Automated Planning Vishal Pallagani Bharath Muppasani K. Murugesan F. Rossi Biplav Srivastava L. Horesh F. Fabiano Andrea Loreggia LLMAG ELM 11 36 0 25 May 2023
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models Siqi Ouyang Lei Li LM&Ro LLMAG 12 8 0 24 May 2023
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning L. Guan Karthik Valmeekam S. Sreedharan Subbarao Kambhampati LLMAG 11 156 0 24 May 2023
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning Zirui Zhao W. Lee David Hsu LRM LLMAG LM&Ro 31 192 0 23 May 2023
Augmenting Autotelic Agents with Large Language Models Cédric Colas Laetitia Teodorescu Pierre-Yves Oudeyer Xingdi Yuan Marc-Alexandre Côté LLMAG LM&Ro 23 22 0 21 May 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 18 5 0 18 May 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models Jiannan Xiang Tianhua Tao Yi Gu Tianmin Shu Zirui Wang Zichao Yang Zhiting Hu ALM LLMAG LM&Ro CLL 27 93 0 18 May 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Shunyu Yao Dian Yu Jeffrey Zhao Izhak Shafran Thomas L. Griffiths Yuan Cao Karthik Narasimhan LM&Ro LRM AI4CE 19 1,705 0 17 May 2023
Large Language Model Guided Tree-of-Thought Jieyi Long LM&Ro LRM 11 180 0 15 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-Wei Lee Ee-Peng Lim ReLM LRM 29 308 0 06 May 2023
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency B. Liu Yuqian Jiang Xiaohan Zhang Qian Liu Shiqi Zhang Joydeep Biswas Peter Stone LM&Ro LLMAG 18 375 0 22 Apr 2023
LLM as A Robotic Brain: Unifying Egocentric Memory and Control Jinjie Mai Jun Chen Bing Li Guocheng Qian Mohamed Elhoseiny Bernard Ghanem LM&Ro 10 33 0 19 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 14 196 0 17 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 31 206 0 10 Apr 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 215 1,701 0 07 Apr 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 35 336 0 30 Mar 2023
Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks Haoqi Yuan Chi Zhang Hongchen Wang Feiyang Xie Penglin Cai Hao Dong Zongqing Lu LM&Ro LLMAG 12 18 0 29 Mar 2023
Text2Motion: From Natural Language Instructions to Feasible Plans Kevin Qinghong Lin Christopher Agia Toki Migimatsu Marco Pavone Jeannette Bohg LM&Ro 16 264 0 21 Mar 2023
CLIP4MC: An RL-Friendly Vision-Language Model for Minecraft Ziluo Ding Hao Luo Ke Li Junpeng Yue Tiejun Huang Zongqing Lu VLM 16 9 0 19 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 148 0 07 Mar 2023
PaLM-E: An Embodied Multimodal Language Model Danny Driess F. Xia Mehdi S. M. Sajjadi Corey Lynch Aakanksha Chowdhery ... Marc Toussaint Klaus Greff Andy Zeng Igor Mordatch Peter R. Florence LM&Ro 20 1,539 0 06 Mar 2023
Alexa Arena: A User-Centric Interactive Platform for Embodied AI Qiaozi Gao Govind Thattai Suhaila Shakiah Xiaofeng Gao Shreyas Pansare ... Michael Johnston R. Ghanadan Arindam Mandal Dilek Z. Hakkani-Tür Premkumar Natarajan 6 25 0 02 Mar 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 28 362 0 15 Feb 2023
A Survey on Transformers in Reinforcement Learning Wenzhe Li Hao Luo Zichuan Lin Chongjie Zhang Zongqing Lu Deheng Ye OffRL MU AI4CE 22 55 0 08 Jan 2023
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay D. Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 112 616 0 22 Sep 2022