Title
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic Yufei Xiang Yiqun Shen Yeqin Zhang Cam-Tu Nguyen OffRL LLMAG KELM LRM 104 2 0 17 May 2025
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 71 2 0 19 Apr 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 106 1 0 13 Mar 2025
The Odyssey of the Fittest: Can Agents Survive and Still Be Good? Dylan Waldner Risto Miikkulainen 74 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 152 16 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 65 7 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 71 26 0 20 Jun 2024
Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models Cong Lu Shengran Hu Jeff Clune LLMAG 57 10 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 88 55 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 109 10 0 25 Mar 2024
The Text-Based Adventure AI Competition Timothy Atkinson Hendrik Baier Tara Copplestone Sam Devlin J. Swan 14 23 0 03 Aug 2018
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents Marlos C. Machado Marc G. Bellemare Erik Talvitie J. Veness Matthew J. Hausknecht Michael Bowling 58 549 0 18 Sep 2017
Gated-Attention Architectures for Task-Oriented Language Grounding Devendra Singh Chaplot Kanthashree Mysore Sathyendra Rama Kumar Pasumarthi Dheeraj Rajagopal Ruslan Salakhutdinov LM&Ro 28 277 0 22 Jun 2017
Grounded Language Learning in a Simulated 3D World Karl Moritz Hermann Felix Hill Simon Green Fumin Wang Ryan Faulkner ... Denis Teplyashin Marcus Wainwright C. Apps Demis Hassabis Phil Blunsom LM&Ro 26 306 0 20 Jun 2017
Text-based Adventures of the Golovin AI Agent Bartosz Kostka Jaroslaw Kwiecieli Jakub Kowalski Paweł Rychlikowski AI4CE 24 31 0 16 May 2017
What can you do with a rock? Affordance extraction via word embeddings Nancy Fulda D. Ricks Ben Murdoch David Wingate 31 83 0 09 Mar 2017
Neural Map: Structured Memory for Deep Reinforcement Learning Emilio Parisotto Ruslan Salakhutdinov 48 258 0 27 Feb 2017
CommAI: Evaluating the first steps towards a useful general AI Marco Baroni Armand Joulin Allan Jabri Germán Kruszewski Angeliki Lazaridou Klemen Simonic Tomas Mikolov 34 18 0 31 Jan 2017
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning Michal Kempka Marek Wydmuch Grzegorz Runc Jakub Toczek Wojciech Ja'skowski 43 695 0 06 May 2016
MazeBase: A Sandbox for Learning from Games Sainbayar Sukhbaatar Arthur Szlam Gabriel Synnaeve Soumith Chintala Rob Fergus 37 80 0 23 Nov 2015
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 61 245 0 14 Nov 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 63 361 0 30 Jun 2015
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 67 2,992 0 19 Jul 2012