Publications

2026

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    Computer Use Survey - A Visual Survey of Computer Use Agents
    Kenneth Marino , Md Farhan Ishmam , and Ana Marasovic
    ICLR Blogposts, 2026
    Blog
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    TimeWarp: Evaluating Web Agents by Revisiting the Past
    Md Farhan Ishmam and Kenneth Marino
    In Submission, 2026
    Project Page Paper Code

2025

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    BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs
    Jesse Woo , Fateme Hashemi Chaleshtori , Ana Marasovic , and Kenneth Marino
    In Findings of ACL, 2025
    Paper
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    Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists?
    Anthony GX Chen , Dongyan Lin , Mandana Samiei , Doina Precup , Blake Aaron Richards , Rob Fergus , and Kenneth Marino
    In COLM, 2025
    Paper
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    Efficient Exploration and Discriminative World Model Learning with an Object-Centric Abstraction
    Anthony GX Chen , Kenneth Marino , and Rob Fergus
    In ICLR, 2025
    Paper

2024

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    VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought
    Gabriel Herbert Sarch , Lawrence Jang , Michael J. Tarr , William W. Cohen , Kenneth Marino , and Katerina Fragkiadaki
    In NeurIPS, 2024
    Project Page Paper Code