% ArXiv preprints, using initial submission dates. Published versions are separate. @misc{lit_1507_08750, title = { {Action-Conditional Video Prediction using Deep Networks in Atari Games} }, author = {Oh, Junhyuk and Guo, Xiaoxiao and Lee, Honglak and Lewis, Richard and Singh, Satinder}, year = {2015}, note = {arXiv preprint}, eprint = {1507.08750}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1507.08750} } @misc{lit_1803_10122, title = { {World Models} }, author = {Ha, David and Schmidhuber, Jürgen}, year = {2018}, note = {arXiv preprint}, eprint = {1803.10122}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1803.10122} } @misc{lit_2005_12126, title = { {Learning to Simulate Dynamic Environments with GameGAN} }, author = {Kim, Seung Wook and Zhou, Yuhao and Philion, Jonah and Torralba, Antonio and Fidler, Sanja}, year = {2020}, note = {arXiv preprint}, eprint = {2005.12126}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2005.12126} } @misc{lit_2310_04875, title = { {Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models} }, author = {Tolomei, Gabriele and Campagnano, Cesare and Silvestri, Fabrizio and Trappolini, Giovanni}, year = {2023}, note = {arXiv preprint}, eprint = {2310.04875}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2310.04875} } @misc{lit_2402_15391, title = { {Genie: Generative Interactive Environments} }, author = {Bruce, Jake and Dennis, Michael and Edwards, Ashley and Parker-Holder, Jack and Shi, Yuge and Hughes, Edward and Lai, Matthew and Mavalankar, Aditi and Steigerwald, Richie and Apps, Chris and Aytar, Yusuf and Bechtle, Sarah and Behbahani, Feryal and Chan, Stephanie and Heess, Nicolas and Gonzalez, Lucy and Osindero, Simon and Ozair, Sherjil and Reed, Scott and Zhang, Jingwei and Zolna, Konrad and Clune, Jeff and de Freitas, Nando and Singh, Satinder and Rocktäschel, Tim}, year = {2024}, note = {arXiv preprint}, eprint = {2402.15391}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2402.15391} } @misc{lit_2404_07972, title = { {OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments} }, author = {Xie, Tianbao and Zhang, Danyang and Chen, Jixuan and Li, Xiaochuan and Zhao, Siheng and Cao, Ruisheng and Toh, Jing Hua and Cheng, Zhoujun and Shin, Dongchan and Lei, Fangyu and Liu, Yitao and Xu, Yiheng and Zhou, Shuyan and Savarese, Silvio and Xiong, Caiming and Zhong, Victor and Yu, Tao}, year = {2024}, note = {arXiv preprint}, eprint = {2404.07972}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2404.07972} } @misc{lit_2405_12399, title = { {Diffusion for World Modeling: Visual Details Matter in Atari} }, author = {Alonso, Eloi and Jelley, Adam and Micheli, Vincent and Kanervisto, Anssi and Storkey, Amos and Pearce, Tim and Fleuret, François}, year = {2024}, note = {arXiv preprint}, eprint = {2405.12399}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2405.12399} } @misc{lit_2405_14573, title = { {AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents} }, author = {Rawles, Christopher and Clinckemaillie, Sarah and Chang, Yifan and Waltz, Jonathan and Lau, Gabrielle and Fair, Marybeth and Li, Alice and Bishop, William and Li, Wei and Campbell-Ajala, Folawiyo and Toyama, Daniel and Berry, Robert and Tyamagundlu, Divya and Lillicrap, Timothy and Riva, Oriana}, year = {2024}, note = {arXiv preprint}, eprint = {2405.14573}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2405.14573} } @misc{lit_2408_14837, title = { {Diffusion Models Are Real-Time Game Engines} }, author = {Valevski, Dani and Leviathan, Yaniv and Arar, Moab and Fruchter, Shlomi}, year = {2024}, note = {arXiv preprint}, eprint = {2408.14837}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2408.14837} } @misc{lit_2410_13232, title = { {Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation} }, author = {Chae, Hyungjoo and Kim, Namyoung and Ong, Kai Tzu-iunn and Gwak, Minju and Song, Gwanwoo and Kim, Jihoon and Kim, Sunghwan and Lee, Dongha and Yeo, Jinyoung}, year = {2024}, note = {arXiv preprint}, eprint = {2410.13232}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.13232} } @misc{lit_2504_13936, title = { {ViMo: A Generative Visual GUI World Model for App Agents} }, author = {Luo, Dezhao and Tang, Bohan and Li, Kang and Papoudakis, Georgios and Song, Jifei and Gong, Shaogang and Hao, Jianye and Wang, Jun and Shao, Kun}, year = {2025}, note = {arXiv preprint}, eprint = {2504.13936}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.13936} } @misc{lit_2507_08800, title = { {NeuralOS: Towards Simulating Operating Systems via Neural Generative Models} }, author = {Rivard, Luke and Sun, Sun and Guo, Hongyu and Chen, Wenhu and Deng, Yuntian}, year = {2025}, note = {arXiv preprint}, eprint = {2507.08800}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.08800} } @misc{lit_2602_09856, title = { {Code2World: A GUI World Model via Renderable Code Generation} }, author = {Zheng, Yuhao and Zhong, Li'an and Wang, Yi and Dai, Rui and Liu, Kaikui and Chu, Xiangxiang and Lv, Linyuan and Torr, Philip and Lin, Kevin Qinghong}, year = {2026}, note = {arXiv preprint}, eprint = {2602.09856}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.09856} }