Title
Cross-Entropy Games for Language Models: From Implicit Knowledge to General Capability Measures Clément Hongler Andrew Emil ELM 23 0 0 07 Jun 2025
DefenderBench: A Toolkit for Evaluating Language Agents in Cybersecurity Environments Chiyu Zhang Marc-Alexandre Cote Michael Albada Anush Sankaran Jack W. Stokes Tong Wang Amir H. Abdi William Blum Muhammad Abdul-Mageed LLMAG AAML ELM 41 0 0 31 May 2025
EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM Shuang Ao Flora D. Salim Simon Khan LLMAG LM&Ro 25 0 0 26 May 2025
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic Yufei Xiang Yiqun Shen Yeqin Zhang Cam-Tu Nguyen OffRL LLMAG KELM LRM 224 3 0 17 May 2025
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 151 2 0 19 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 131 1 0 18 Mar 2025
EscapeCraft: A 3D Room Escape Environment for Benchmarking Complex Multimodal Reasoning Ability Zehua Wang Yurui Dong Ziyue Wang Minyuan Ruan Zhili Cheng Chong Chen Ziwei Sun Yang Liu LRM 154 1 0 13 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 445 1 0 02 Mar 2025
The Odyssey of the Fittest: Can Agents Survive and Still Be Good? Dylan Waldner Risto Miikkulainen 114 0 0 08 Feb 2025
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 204 22 0 20 Nov 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 128 10 0 05 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 137 29 0 20 Jun 2024
Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs Claire Jin Sudha Rao Xiangyu Peng Portia K. Botchway Jessica Quaye Chris Brockett Bill Dolan 66 2 0 06 Jun 2024
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation Chengxing Jia Pengyuan Wang Ziniu Li Yi-Chen Li Zhilong Zhang Nan Tang Yang Yu OffRL 64 2 0 27 May 2024
Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models Cong Lu Shengran Hu Jeff Clune LLMAG 116 12 0 24 May 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 221 57 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 238 12 0 25 Mar 2024
Soft Self-Consistency Improves Language Model Agents Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMAG 123 11 0 20 Feb 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations Jinhao Duan Renming Zhang James Diffenderfer B. Kailkhura Lichao Sun Elias Stengel-Eskin Mohit Bansal Tianlong Chen Kaidi Xu ELM LRM 102 67 0 19 Feb 2024
LARP: Language-Agent Role Play for Open-World Games Ming Yan Ruihao Li Hao Zhang Hao Wang Zhilan Yang Ji Yan LLMAG LM&Ro AI4CE 86 17 0 24 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 74 93 0 08 Nov 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding Lixing Zhu Runcong Zhao Lin Gui Yulan He 76 5 0 28 Oct 2023
Can You Follow Me? Testing Situational Understanding in ChatGPT Chenghao Yang Allyson Ettinger LRM LLMAG ELM 140 4 0 24 Oct 2023
A Zero-Shot Language Agent for Computer Control with Structured Reflection Tao Li Gang Li Zhiwei Deng Bryan Wang Yang Li LM&Ro LLMAG 127 26 0 12 Oct 2023
A Data Source for Reasoning Embodied Agents Jack Lanchantin Sainbayar Sukhbaatar Gabriel Synnaeve Yuxuan Sun Kavya Srinet Arthur Szlam LM&Ro LRM 57 5 0 14 Sep 2023
Augmenting Autotelic Agents with Large Language Models Cédric Colas Laetitia Teodorescu Pierre-Yves Oudeyer Xingdi Yuan Marc-Alexandre Côté LLMAG LM&Ro 87 27 0 21 May 2023
Plan, Eliminate, and Track -- Language Models are Good Teachers for Embodied Agents Yu-Chih Chen So Yeon Min Chase Davis Ruslan Salakhutdinov A. Azaria Yuan-Fang Li Tom Michael Mitchell A. Bovik LM&Ro LLMAG 157 34 0 03 May 2023
Entity Tracking in Language Models Najoung Kim Sebastian Schuster 147 22 0 03 May 2023
Infusing Commonsense World Models with Graph Knowledge Alexander Gurung M. Komeili Arthur Szlam Jason Weston Jack Urbanek 49 0 0 13 Jan 2023
Towards automating Codenames spymasters with deep reinforcement learning Sherman Siu 61 2 0 28 Dec 2022
Language Modeling with Latent Situations Belinda Z. Li Maxwell Nye Jacob Andreas LRM 92 7 0 20 Dec 2022
Learning to Follow Instructions in Text-Based Games Mathieu Tuli Andrew C. Li Pashootan Vaezipoor Toryn Q. Klassen Scott Sanner Sheila A. McIlraith 68 13 0 08 Nov 2022
lilGym: Natural Language Visual Reasoning with Reinforcement Learning Anne Wu Kianté Brantley Noriyuki Kojima Yoav Artzi ReLM OffRL LRM 123 4 0 03 Nov 2022
An Analysis of Deep Reinforcement Learning Agents for Text-based Games Chen Chen Yue Dai Josiah Poon Caren Han LLMAG 36 2 0 09 Sep 2022
TextWorldExpress: Simulating Text Games at One Million Steps Per Second Peter Alexander Jansen Marc-Alexandre Côté VLM LRM 84 6 0 01 Aug 2022
Automatic Exploration of Textual Environments with Language-Conditioned Autotelic Agents Laetitia Teodorescu Xingdi Yuan Marc-Alexandre Côté Pierre-Yves Oudeyer LLMAG 56 0 0 08 Jul 2022
Affordance Extraction with an External Knowledge Database for Text-Based Simulated Environments P. Gelhausen M. Fischer G. Peters 40 1 0 01 Jul 2022
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments Mohan Zhang Xiaozhou Wang Benjamin Decardi-Nelson Bo Song A. Zhang ... Jiayi Cheng Xiaohong Liu DengDeng Yu Matthew Poon Animesh Garg 69 4 0 17 Jun 2022
Language and Culture Internalisation for Human-Like Autotelic AI Cédric Colas Tristan Karch Clément Moulin-Frier Pierre-Yves Oudeyer LM&Ro 98 27 0 02 Jun 2022
Asking for Knowledge: Training RL Agents to Query External Knowledge Using Language Iou-Jen Liu Xingdi Yuan Marc-Alexandre Côté Pierre-Yves Oudeyer Alex Schwing RALM 81 12 0 12 May 2022
Aligning to Social Norms and Values in Interactive Narratives Prithviraj Ammanabrolu Liwei Jiang Maarten Sap Hannaneh Hajishirzi Yejin Choi AI4CE 87 49 0 04 May 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 132 129 0 14 Mar 2022
Summarizing a virtual robot's past actions in natural language Chad DeChant Daniel Bauer LM&Ro 62 4 0 13 Mar 2022
Improving Intrinsic Exploration with Language Abstractions Jesse Mu Victor Zhong Roberta Raileanu Minqi Jiang Noah D. Goodman Tim Rocktaschel Edward Grefenstette 173 66 0 17 Feb 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 114 264 0 03 Feb 2022
Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning Tongzhou Mu Kaixiang Lin Fei Niu Govind Thattai OffRL 79 0 0 21 Jan 2022
Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls Shunyu Yao Sham Kakade Karthik Narasimhan 77 26 0 04 Jan 2022
What Would Jiminy Cricket Do? Towards Agents That Behave Morally Dan Hendrycks Mantas Mazeika Andy Zou Sahil Patel Christine Zhu Jesus Navarro Basel Alomair Yue Liu Jacob Steinhardt 87 59 0 25 Oct 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic Daiki Kimura Masaki Ono Subhajit Chaudhury Ryosuke Kohita Akifumi Wachi Don Joven Agravante Michiaki Tatsubori Asim Munawar Alexander G. Gray NAI 97 37 0 21 Oct 2021
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 68 0 0 13 Oct 2021