Title
Training Agents Inside of Scalable World Models Danijar Hafner Wilson Yan Timothy Lillicrap VGen 123 15 0 29 Sep 2025
DyMoDreamer: World Modeling with Dynamic Modulation Boxuan Zhang Runqing Wang Wei Xiao Weipu Zhang Jian Sun Gao Huang Jie Chen Gang Wang 84 0 0 29 Sep 2025
Offline vs. Online Learning in Model-based RL: Lessons for Data Collection Strategies Jiaqi Chen Ji Shi Cansu Sancaktar Jonas Frey Georg Martius OffRL 92 0 0 06 Sep 2025
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Eurekaverse: Environment Curriculum Generation via Large Language ModelsConference on Robot Learning (CoRL), 2024 William Liang Sam Wang Hung-Ju Wang Osbert Bastani Dinesh Jayaraman Yecheng Jason Ma SyDa 290 4 0 04 Nov 2024
Masked Generative Priors Improve World Models Sequence Modelling Capabilities Cristian Meo Mircea Lica Zarif Ikram Akihiro Nakano Vedant Shah Aniket Didolkar Dianbo Liu Anirudh Goyal Justin Dauwels OffRL 750 5 0 10 Oct 2024
Massively Multiagent Minigames for Training Generalist Agents Kyoung Whan Choe Ryan Sullivan Joseph Suárez AI4CE 227 0 0 07 Jun 2024
S-Agents: Self-organizing Agents in Open-ended Environments Jia-Qing Chen Yu-Gang Jiang Jiachen Lu Li Zhang AIFin LLMAG LM&Ro 270 20 0 07 Feb 2024
Auto MC-Reward: Automated Dense Reward Design with Large Language Models for MinecraftComputer Vision and Pattern Recognition (CVPR), 2023 Hao Li Xue Yang Zhaokai Wang Xizhou Zhu Jie Zhou Yu Qiao Xiaogang Wang Jiaming Song Lewei Lu Jifeng Dai 214 56 0 14 Dec 2023
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking SystemsThe Web Conference (WWW), 2023 Yunli Wang Zhiqiang Wang Jian Yang Shiyang Wen Dongying Kong Han Li Kun Gai 237 16 0 16 Oct 2023
Cross-Episodic Curriculum for Transformer AgentsNeural Information Processing Systems (NeurIPS), 2023 Lucy Xiaoyang Shi Yunfan Jiang Jake Grigsby Linxi "Jim" Fan Yuke Zhu 131 9 0 12 Oct 2023
Hieros: Hierarchical Imagination on Structured State Space Sequence World ModelsInternational Conference on Machine Learning (ICML), 2023 Paul Mattes Rainer Schlosser R. Herbrich 300 6 0 08 Oct 2023
OMNI: Open-endedness via Models of human Notions of Interestingness Jenny Zhang Joel Lehman Kenneth O. Stanley Jeff Clune LRM 339 50 0 02 Jun 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 243 283 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 445 1,147 0 25 May 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 288 30 0 29 Mar 2023
Mastering Diverse Domains through World Models Danijar Hafner J. Pašukonis Jimmy Ba Timothy Lillicrap 318 823 0 10 Jan 2023
Teacher-student curriculum learning for reinforcement learning Yanick Schraner OffRL 163 3 0 31 Oct 2022
Avalon: A Benchmark for RL Generalization Using Procedurally Generated WorldsNeural Information Processing Systems (NeurIPS), 2022 Joshua Albrecht Abraham J. Fetterman Bryden Fogelman Ellie Kitanidis Bartosz Wróblewski ... Michael Rosenthal Maksis Knutins Zachary Polizzi James B. Simon Kanjun Qiu OffRL 160 26 0 24 Oct 2022
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online VideosNeural Information Processing Systems (NeurIPS), 2022 Bowen Baker Ilge Akkaya Peter Zhokhov Joost Huizinga Jie Tang Adrien Ecoffet Brandon Houghton Raul Sampedro Jeff Clune OffRL 414 359 0 23 Jun 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale KnowledgeNeural Information Processing Systems (NeurIPS), 2022 Linxi Fan Guanzhi Wang Yunfan Jiang Ajay Mandlekar Yuncong Yang Haoyi Zhu Andrew Tang De-An Huang Yuke Zhu Anima Anandkumar LM&Ro 361 486 0 17 Jun 2022
Open-Ended Learning Leads to Generally Capable Agents Open-Ended Learning Team Adam Stooke Anuj Mahajan Catarina Barros Charlie Deck ... Nicolas Porcel Roberta Raileanu Steph Hughes-Fitt Valentin Dalibard Wojciech M. Czarnecki 320 216 0 27 Jul 2021