ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

8 October 2020

Matthew J. Hausknecht

LM&Ro

LLMAG

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Papers citing "ALFWorld: Aligning Text and Embodied Environments for Interactive Learning"

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Title
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale Jiale Liu Yifan Zeng Shaokun Zhang Chi Zhang Malte Højmark-Bertelsen Marie Normann Gadeberg H. Wang Qingyun Wu 36 0 0 06 May 2025
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning Lang Feng Weihao Tan Zhiyi Lyu Longtao Zheng Haiyang Xu M. Yan Fei Huang Bo An 24 0 0 01 May 2025
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks Vishnu Sarukkai Zhiqiang Xie Kayvon Fatahalian LLMAG 68 0 0 01 May 2025
Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability Zishen Wan Jiayi Qian Yuhang Du Jason J. Jabbour Yilun Du Yang Katie Zhao A. Raychowdhury Tushar Krishna Vijay Janapa Reddi LM&Ro 86 0 0 26 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong X. Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Yu Jiang ALM ELM 84 1 0 26 Apr 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Lei Shen Xiaoyu Shen 56 0 0 25 Apr 2025
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 40 0 0 19 Apr 2025
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization Junlei Zhang Zichen Ding Chang Ma Zijie Chen Qiushi Sun Zhenzhong Lan Junxian He 101 0 0 14 Apr 2025
Safe Screening Rules for Group OWL Models Runxue Bao Quanchao Lu Yanfu Zhang 36 0 0 04 Apr 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms Seungwon Lim Sungwoong Kim Jihwan Yu Sungjae Lee Jiwan Chung Youngjae Yu 69 1 0 18 Mar 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Y. Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang T. Tan 132 2 0 18 Mar 2025
Less is More: Adaptive Program Repair with Bug Localization and Preference Learning Zhenlong Dai Bingrui Chen Zhuoluo Zhao Xiu Tang Sai Wu Chang Yao Zhipeng Gao Jingyuan Chen KELM 44 2 0 09 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent Xingzuo Li Kehai Chen Yunfei Long X. Bai Yong-mei Xu Min Zhang LRM LLMAG 79 1 0 04 Mar 2025
LLM-Advisor: An LLM Benchmark for Cost-efficient Path Planning across Multiple Terrains Ling Xiao Toshihiko Yamasaki 48 0 0 03 Mar 2025
NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains Wonje Choi Jinwoo Park Sanghyun Ahn Daehee Lee Honguk Woo 104 1 0 02 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 82 3 0 26 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng K. Wang Shuyue Hu Lei Bai 75 2 0 11 Feb 2025
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories Yifan Song Weimin Xiong Xiutian Zhao Dawei Zhu Wenhao Wu Ke Wang Cheng Li Wei Peng Sujian Li LLMAG 24 9 0 10 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space Yu Shang Yu Li Keyu Zhao Likai Ma J. Liu Fengli Xu Yong Li LLMAG 42 9 0 08 Oct 2024
ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models Lingfeng Zhang Yuening Wang Hongjian Gu Atia Hamidizadeh Zhanguang Zhang ... Tongtong Cao Yuzheng Zhuang Yingxue Zhang Jianye Hao Jianye Hao LM&Ro 39 1 0 02 Oct 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 40 1 0 23 Sep 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 33 2 0 01 Sep 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 60 15 0 01 Aug 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Mikhail Burtsev Evgeny Burnaev Evgeny Burnaev LLMAG RALM KELM 47 7 0 05 Jul 2024
AI Agents That Matter Sayash Kapoor Benedikt Stroebl Zachary S. Siegel Nitya Nadgir Arvind Narayanan 41 33 0 01 Jul 2024
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning Silin Meng Yiwei Wang Cheng-Fu Yang Nanyun Peng Kai-Wei Chang 39 17 0 20 Jun 2024
Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement Weimin Xiong Yifan Song Xiutian Zhao Wenhao Wu Xun Wang Ke Wang Cheng Li Wei Peng Sujian Li 37 25 0 17 Jun 2024
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents Peter Alexander Jansen Marc-Alexandre Côté Tushar Khot Erin Bransom Bhavana Dalvi Mishra Bodhisattwa Prasad Majumder Oyvind Tafjord Peter Clark LLMAG 35 21 0 10 Jun 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents Zi-Yi Dou Cheng-Fu Yang Xueqing Wu Kai-Wei Chang Nanyun Peng LRM 88 7 0 03 Jun 2024
Reinforcing Language Agents via Policy Optimization with Action Decomposition Muning Wen Ziyu Wan Weinan Zhang Jun Wang Ying Wen 38 7 0 23 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 77 14 0 23 May 2024
Preble: Efficient Distributed Prompt Scheduling for LLM Serving Vikranth Srivatsa Zijian He Reyna Abhyankar Dongming Li Yiying Zhang 44 17 0 08 May 2024
Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs Zhenlan Ji Daoyuan Wu Pingchuan Ma Zongjie Li Shuai Wang LLMAG 40 3 0 27 Apr 2024
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models Xuechen Liang Meiling Tao Yinghui Xia Yiting Xie Jun Wang JingSong Yang LLMAG 26 12 0 02 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 69 49 0 02 Apr 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 57 9 0 25 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu Shuofei Qiao Yixin Ou Shumin Deng N. Zhang Shiwei Lyu Yue Shen Lei Liang Jinjie Gu H. Chen LLMAG LM&Ro 80 26 0 05 Mar 2024
Soft Self-Consistency Improves Language Model Agents Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMAG 24 7 0 20 Feb 2024
TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation Yaoxiang Wang Zhiyong Wu Junfeng Yao Jinsong Su LLMAG 68 10 0 15 Feb 2024
Policy Improvement using Language Feedback Models Victor Zhong Dipendra Kumar Misra Xingdi Yuan Marc-Alexandre Côté 16 9 0 12 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 24 4 0 12 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 24 130 0 05 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 63 26 0 25 Jan 2024
Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games Dekun Wu Haochen Shi Zhiyuan Sun Bang Liu LLMAG 24 15 0 01 Dec 2023
ADaPT: As-Needed Decomposition and Planning with Language Models Archiki Prasad Alexander Koller Mareike Hartmann Peter Clark Ashish Sabharwal Mohit Bansal Tushar Khot LM&Ro 29 75 0 08 Nov 2023
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization Bodhisattwa Prasad Majumder Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Niket Tandon Li Zhang Chris Callison-Burch Peter Clark LRM LLMAG CLL 13 37 0 16 Oct 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 36 151 0 05 Sep 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Y. Liu Gao Huang LLMAG 20 192 0 20 Aug 2023
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark Alexander Pan Chan Jun Shern Andy Zou Nathaniel Li Steven Basart Thomas Woodside Jonathan Ng Hanlin Zhang Scott Emmons Dan Hendrycks 24 126 0 06 Apr 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Anji Liu Xiaojian Ma Yitao Liang LM&Ro LLMAG 55 315 0 03 Feb 2023