Modeling Individual and Group Evacuation Decisions During Wildfires von Nguyen, Chantal, Schlesinger, Kimberly J., Han, Fangqiu, Gür, Izzeddin, Carlson, Jean M.

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Scaling forecasting algorithms using clustered modeling von Gür, İzzeddin, Güvercin, Mehmet, Ferhatosmanoglu, Hakan

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Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web von Furuta, Hiroki, Matsuo, Yutaka, Faust, Aleksandra, Gur, Izzeddin

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Geometric-Averaged Preference Optimization for Soft Preference Labels von Furuta, Hiroki, Lee, Kuang-Huei, Gu, Shixiang Shane, Matsuo, Yutaka, Faust, Aleksandra, Zen, Heiga, Gur, Izzeddin

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Collective Decision Dynamics in Group Evacuation: Behavioral Experiment and Machine Learning Models von Nguyen, Chantal, Han, Fangqiu, Schlesinger, Kimberly J, Gür, Izzeddin, Carlson, Jean M

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Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models von Chow, Yinlam, Tennenholtz, Guy, Gur, Izzeddin, Zhuang, Vincent, Dai, Bo, Thiagarajan, Sridhar, Boutilier, Craig, Agarwal, Rishabh, Kumar, Aviral, Faust, Aleksandra

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A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis von Gur, Izzeddin, Furuta, Hiroki, Huang, Austin, Safdari, Mustafa, Matsuo, Yutaka, Eck, Douglas, Faust, Aleksandra

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Multimodal Web Navigation with Instruction-Finetuned Foundation Models von Furuta, Hiroki, Lee, Kuang-Huei, Nachum, Ofir, Matsuo, Yutaka, Faust, Aleksandra, Gu, Shixiang Shane, Gur, Izzeddin

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Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration von Krishnan, Srivatsan, Jaques, Natasha, Omidshafiei, Shayegan, Zhang, Dan, Gur, Izzeddin, Reddi, Vijay Janapa, Faust, Aleksandra

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Scaling Exponents Across Parameterizations and Optimizers von Everett, Katie, Xiao, Lechao, Wortsman, Mitchell, Alemi, Alexander A, Novak, Roman, Liu, Peter J, Gur, Izzeddin, Sohl-Dickstein, Jascha, Kaelbling, Leslie Pack, Lee, Jaehoon, Pennington, Jeffrey

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Automatic navigation of interactive web documents von Hakkani-Tur, Dilek, Gur, Izzeddin, Faust, Aleksandra, Rueckert, Ulrich

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Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization von Sohn, Sungryull, Woo, Hyunjae, Choi, Jongwook, qiang, lyubing, Gur, Izzeddin, Faust, Aleksandra, Lee, Honglak

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CLUTR: Curriculum Learning via Unsupervised Task Representation Learning von Abdus Salam Azad, Gur, Izzeddin, Emhoff, Jasper, Alexis, Nathaniel, Faust, Aleksandra, Abbeel, Pieter, Stoica, Ion

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Environment Generation for Zero-Shot Compositional Reinforcement Learning von Gur, Izzeddin, Jaques, Natasha, Miao, Yingjie, Choi, Jongwook, Tiwari, Manoj, Lee, Honglak, Faust, Aleksandra

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Understanding HTML with Large Language Models von Gur, Izzeddin, Nachum, Ofir, Miao, Yingjie, Safdari, Mustafa, Huang, Austin, Chowdhery, Aakanksha, Narang, Sharan, Fiedel, Noah, Faust, Aleksandra

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Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web von Furuta, Hiroki, Matsuo, Yutaka, Faust, Aleksandra, Gur, Izzeddin

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AUTOMATIC NAVIGATION OF INTERACTIVE WEB DOCUMENTS von Hakkani-Tur, Dilek, Gur, Izzeddin, Faust, Aleksandra, Rueckert, Ulrich

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Automatic navigation of interactive web documents von Hakkani-Tur, Dilek, Gur, Izzeddin, Faust, Aleksandra, Rueckert, Ulrich

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Adversarial Environment Generation for Learning to Navigate the Web von Gur, Izzeddin, Jaques, Natasha, Malta, Kevin, Tiwari, Manoj, Lee, Honglak, Faust, Aleksandra

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Small-scale proxies for large-scale Transformer training instabilities von Wortsman, Mitchell, Liu, Peter J, Xiao, Lechao, Everett, Katie, Alemi, Alex, Adlam, Ben, Co-Reyes, John D, Gur, Izzeddin, Kumar, Abhishek, Novak, Roman, Pennington, Jeffrey, Sohl-dickstein, Jascha, Xu, Kelvin, Lee, Jaehoon, Gilmer, Justin, Kornblith, Simon

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