% Key papers for World-model-based agents (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2018_virtualhome_13706,
  title = {{VirtualHome: Simulating Household Activities via Programs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Puig_VirtualHome_Simulating_Household_CVPR_2018_paper.html},
}

@inproceedings{iclr2020_emergent_29704,
  title = {{Emergent Tool Use From Multi-Agent Autocurricula}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SkxpxJBKwS},
}

@inproceedings{icml2019_learning_37482,
  title = {{Learning Latent Dynamics for Planning from Pixels}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3764},
}

@inproceedings{icml2016_opponent_35936,
  title = {{Opponent Modeling in Deep Reinforcement Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2016},
  url = {https://proceedings.mlr.press/v48/he16.html},
}

@inproceedings{aaai2020_from_102723,
  title = {{From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6221},
}

@inproceedings{icml2018_learning_36798,
  title = {{Learning Policy Representations in Multiagent Systems}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2435},
}

@inproceedings{neurips2022_minedojo_66143,
  title = {{MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55737},
}

@inproceedings{iclr2019_strokenet_28920,
  title = {{StrokeNet: A Neural Painting Environment}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/1098},
}

@inproceedings{iclr2019_relational_29162,
  title = {{Relational Forward Models for Multi-Agent Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/971},
}

@inproceedings{neurips2022_webshop_64929,
  title = {{WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/52872},
}

@inproceedings{icml2017_world_36458,
  title = {{World of Bits: An Open-Domain Platform for Web-Based Agents}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2017},
  url = {https://icml.cc/virtual/2017/poster/843},
}

@inproceedings{aaai2017_integration_104610,
  title = {{Integration of Planning with Recognition for Responsive Interaction Using Classical Planners}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11188},
}

@inproceedings{aaai2016_a_105459,
  title = {{A Framework for Resolving Open-World Referential Expressions in Distributed Heterogeneous Knowledge Bases}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/9916},
}

@inproceedings{neurips2022_multi_63712,
  title = {{Multi-Game Decision Transformers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/52843},
}

@inproceedings{aaai2017_abstraction_101442,
  title = {{Abstraction in Situation Calculus Action Theories}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10693},
}

@inproceedings{aaai2020_aateam_102699,
  title = {{AATEAM: Achieving the Ad Hoc Teamwork by Employing the Attention Mechanism}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6196},
}

@inproceedings{neurips2020_learning_60183,
  title = {{Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/16920},
}

@inproceedings{iclr2021_mastering_29955,
  title = {{Mastering Atari with Discrete World Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2742},
}

@inproceedings{aaai2019_consensus_102671,
  title = {{Consensus in Opinion Formation Processes in Fully Evolving Environments}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4557},
}

@inproceedings{neurips2016_efficient_55706,
  title = {{Efficient state-space modularization for planning: theory, behavioral and neural signatures}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/7123},
}

@inproceedings{aaai2024_equity_5872,
  title = {{Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30007},
}

@inproceedings{neurips2024_long_72657,
  title = {{Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94727},
}

@inproceedings{aaai2025_a_7890,
  title = {{A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35135},
}

@inproceedings{neurips2024_worldcoder_72078,
  title = {{WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95246},
}

@inproceedings{neurips2024_agent_73499,
  title = {{Agent Planning with World Knowledge Model}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93977},
}

@inproceedings{aaai2024_prp_6906,
  title = {{PRP Rebooted: Advancing the State of the Art in FOND Planning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30001},
}

@inproceedings{neurips2024_synatra_71628,
  title = {{Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95647},
}

@inproceedings{iclr2025_omni_82516,
  title = {{OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29279},
}

@inproceedings{cvpr2025_exploration_26184,
  title = {{Exploration-Driven Generative Interactive Environments}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33998},
}

@inproceedings{neurips2024_diffusion_71875,
  title = {{Diffusion for World Modeling: Visual Details Matter in Atari}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95428},
}

@inproceedings{neurips2024_grounded_72097,
  title = {{Grounded Answers for Multi-agent Decision-making Problem through Generative World Model}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95231},
}

@inproceedings{iclr2025_dream_80692,
  title = {{Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/31075},
}

@inproceedings{aaai2025_an_8117,
  title = {{An Open-Ended Learning Framework for Opponent Modeling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34488},
}

@inproceedings{aaai2025_ltlf_9691,
  title = {{LTLf Synthesis on First-Order Agent Programs in Nondeterministic Environments}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33642},
}

@inproceedings{neurips2024_simplifying_71100,
  title = {{Simplifying Latent Dynamics with Softly State-Invariant World Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96114},
}

@inproceedings{neurips2024_opponent_71720,
  title = {{Opponent Modeling based on Subgoal Inference}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95566},
}

@inproceedings{neurips2024_opponent_72910,
  title = {{Opponent Modeling with In-context Search}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94501},
}

@inproceedings{neurips2024_adasociety_73831,
  title = {{AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97511},
}

@inproceedings{aaai2025_accessible_7995,
  title = {{Accessible Hardware Implementation for Multi-Agent Collective Construction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35368},
}

@inproceedings{aaai2025_genplan_9311,
  title = {{GenPlan: Generative Sequence Models as Adaptive Planners}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33957},
}