1<!DOCTYPE html><html><head><meta charSet="utf-8"/><title>Welcome to CMU Agent Workshop, 2025! â LLM Agents workshop at CMU April 10-11</title><meta name="robots" content="index,follow"/><meta name="description" content="We are hosting LLM Agents workshop at Carnegie Mellon University, Pittsburgh, PA, USA on April 10-11."/><meta name="twitter:card" content="summary_large_image"/><meta property="og:title" content="Welcome to CMU Agent Workshop, 2025! â LLM Agents workshop at CMU April 10-11"/><meta property="og:description" content="We are hosting LLM Agents workshop at Carnegie Mellon University, Pittsburgh, PA, USA on April 10-11."/><meta property="og:url" content="https://cmu-agent-workshop.github.io/"/><meta property="og:type" content="website"/><meta property="og:image" content="https://cmu-agent-workshop.github.io/cover.jpg"/><meta property="og:locale" content="en_US"/><meta property="og:site_name" content="LLM Agents workshop at CMU April 10-11"/><meta name="theme-color" content="#111" media="(prefers-color-scheme: dark)"/><meta name="viewport" content="width=device-width, initial-scale=1.0, viewport-fit=cover"/><style> 2 :root { 3 --nextra-primary-hue: 212deg; 4 --nextra-primary-saturation: 100%; 5 --nextra-navbar-height: 4rem; 6 --nextra-menu-height: 3.75rem; 7 --nextra-banner-height: 2.5rem; 8 } 9 10 .dark { 11 --nextra-primary-hue: 204deg; 12 --nextra-primary-saturation: 100%; 13 } 14 </style><link rel="icon" href="/logo.svg" type="image/svg+xml"/><link rel="icon" href="/icon.ico" type="image/ico"/><meta name="next-head-count" content="17"/><link rel="preload" href="/_next/static/css/54fde772ad89017e.css" as="style"/><link rel="stylesheet" href="/_next/static/css/54fde772ad89017e.css" data-n-p=""/><noscript data-n-css=""></noscript>
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class="nx-flex nx-flex-col nx-gap-1"><a class="nx-flex nx-rounded nx-px-2 nx-py-1.5 nx-text-sm nx-transition-colors [word-break:break-word] nx-cursor-pointer [-webkit-tap-highlight-color:transparent] [-webkit-touch-callout:none] contrast-more:nx-border nx-text-gray-500 hover:nx-bg-gray-100 hover:nx-text-gray-900 dark:nx-text-neutral-400 dark:hover:nx-bg-primary-100/5 dark:hover:nx-text-gray-50 contrast-more:nx-text-gray-900 contrast-more:dark:nx-text-gray-50 contrast-more:nx-border-transparent contrast-more:hover:nx-border-gray-900 contrast-more:dark:hover:nx-border-gray-50" href="/posters">Poster Session</a></li><li class="nx-flex nx-flex-col nx-gap-1"><a class="nx-flex nx-rounded nx-px-2 nx-py-1.5 nx-text-sm nx-transition-colors [word-break:break-word] nx-cursor-pointer [-webkit-tap-highlight-color:transparent] [-webkit-touch-callout:none] contrast-more:nx-border nx-text-gray-500 hover:nx-bg-gray-100 hover:nx-text-gray-900 dark:nx-text-neutral-400 dark:hover:nx-bg-primary-100/5 dark:hover:nx-text-gray-50 contrast-more:nx-text-gray-900 contrast-more:dark:nx-text-gray-50 contrast-more:nx-border-transparent contrast-more:hover:nx-border-gray-900 contrast-more:dark:hover:nx-border-gray-50" href="/organizers">Workshop Organizer Committee</a></li><li class="open"><button class="nx-items-center nx-justify-between nx-gap-2 nx-text-left nx-w-full nx-flex nx-rounded nx-px-2 nx-py-1.5 nx-text-sm nx-transition-colors [word-break:break-word] nx-cursor-pointer [-webkit-tap-highlight-color:transparent] [-webkit-touch-callout:none] contrast-more:nx-border nx-text-gray-500 hover:nx-bg-gray-100 hover:nx-text-gray-900 dark:nx-text-neutral-400 dark:hover:nx-bg-primary-100/5 dark:hover:nx-text-gray-50 contrast-more:nx-text-gray-900 contrast-more:dark:nx-text-gray-50 contrast-more:nx-border-transparent contrast-more:hover:nx-border-gray-900 contrast-more:dark:hover:nx-border-gray-50">Previous Schedule 2024<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" 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contrast-more:nx-border-transparent contrast-more:hover:nx-border-gray-900 contrast-more:dark:hover:nx-border-gray-50" href="/Previous_Schedule_2024/social_agent">Social Agent Seminar</a></li><li class="nx-flex nx-flex-col nx-gap-1"><a class="nx-flex nx-rounded nx-px-2 nx-py-1.5 nx-text-sm nx-transition-colors [word-break:break-word] nx-cursor-pointer [-webkit-tap-highlight-color:transparent] [-webkit-touch-callout:none] contrast-more:nx-border nx-text-gray-500 hover:nx-bg-gray-100 hover:nx-text-gray-900 dark:nx-text-neutral-400 dark:hover:nx-bg-primary-100/5 dark:hover:nx-text-gray-50 contrast-more:nx-text-gray-900 contrast-more:dark:nx-text-gray-50 contrast-more:nx-border-transparent contrast-more:hover:nx-border-gray-900 contrast-more:dark:hover:nx-border-gray-50" href="/Previous_Schedule_2024/schedule">Schedule</a></li><li class="nx-flex nx-flex-col nx-gap-1"><a class="nx-flex nx-rounded nx-px-2 nx-py-1.5 nx-text-sm nx-transition-colors [word-break:break-word] nx-cursor-pointer 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contrast-more:hover:nx-border-gray-900 contrast-more:dark:hover:nx-border-gray-50" href="/Previous_Schedule_2024/posters">Poster Session</a></li><li class="nx-flex nx-flex-col nx-gap-1"><a class="nx-flex nx-rounded nx-px-2 nx-py-1.5 nx-text-sm nx-transition-colors [word-break:break-word] nx-cursor-pointer [-webkit-tap-highlight-color:transparent] [-webkit-touch-callout:none] contrast-more:nx-border nx-text-gray-500 hover:nx-bg-gray-100 hover:nx-text-gray-900 dark:nx-text-neutral-400 dark:hover:nx-bg-primary-100/5 dark:hover:nx-text-gray-50 contrast-more:nx-text-gray-900 contrast-more:dark:nx-text-gray-50 contrast-more:nx-border-transparent contrast-more:hover:nx-border-gray-900 contrast-more:dark:hover:nx-border-gray-50" href="/Previous_Schedule_2024/tutorials">Tutorials</a></li><li class="nx-flex nx-flex-col nx-gap-1"><a class="nx-flex nx-rounded nx-px-2 nx-py-1.5 nx-text-sm nx-transition-colors [word-break:break-word] nx-cursor-pointer [-webkit-tap-highlight-color:transparent] 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contrast-more:nx-text-gray-900 contrast-more:nx-underline contrast-more:dark:nx-text-gray-50 nx-w-full nx-break-words">Sponsors</a></li><li class="nx-my-2 nx-scroll-my-6 nx-scroll-py-6"><a href="#co-organizers" class="ltr:nx-pl-4 rtl:nx-pr-4 nx-inline-block nx-text-gray-500 hover:nx-text-gray-900 dark:nx-text-gray-400 dark:hover:nx-text-gray-300 contrast-more:nx-text-gray-900 contrast-more:nx-underline contrast-more:dark:nx-text-gray-50 nx-w-full nx-break-words">Co-organizers</a></li></ul><div class="nx-mt-8 nx-border-t nx-bg-white nx-pt-8 nx-shadow-[0_-12px_16px_white] dark:nx-bg-dark dark:nx-shadow-[0_-12px_16px_#111] nx-sticky nx-bottom-0 nx-flex nx-flex-col nx-items-start nx-gap-2 nx-pb-8 dark:nx-border-neutral-800 contrast-more:nx-border-t contrast-more:nx-border-neutral-400 contrast-more:nx-shadow-none contrast-more:dark:nx-border-neutral-400"><a class="nx-text-xs nx-font-medium nx-text-gray-500 hover:nx-text-gray-900 dark:nx-text-gray-400 dark:hover:nx-text-gray-100 contrast-more:nx-text-gray-800 contrast-more:dark:nx-text-gray-50" href="https://github.com/shuding/nextra/pages/index.mdx">Edit this page</a></div></div></nav><div id="reach-skip-nav"></div><article class="nx-w-full nx-break-words nextra-content nx-flex nx-min-h-[calc(100vh-var(--nextra-navbar-height))] nx-min-w-0 nx-justify-center nx-pb-8 nx-pr-[calc(env(safe-area-inset-right)-1.5rem)]"><main class="nx-w-full nx-min-w-0 nx-max-w-6xl nx-px-6 nx-pt-4 md:nx-px-12"><div class="nextra-breadcrumb nx-mt-1.5 nx-flex nx-items-center nx-gap-1 nx-overflow-hidden nx-text-sm nx-text-gray-500 dark:nx-text-gray-400 contrast-more:nx-text-current"><div class="nx-whitespace-nowrap nx-transition-colors nx-font-medium nx-text-gray-700 contrast-more:nx-font-bold contrast-more:nx-text-current dark:nx-text-gray-100 contrast-more:dark:nx-text-current" title="Homepage">Homepage</div></div><h1 class="nx-mt-2 nx-text-4xl nx-font-bold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100">Welcome to CMU Agent Workshop, 2025!</h1> 15<img alt="Banner Image for the workshop highlighting the dates and venue. Created using Canva by Faria Huq." loading="lazy" width="1036" height="518" decoding="async" data-nimg="1" style="color:transparent" src="/_next/static/media/banner.d12e2c9f.gif"/> 16<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">You are invited to join a two-day workshop on the various designs, applications, challenges, and risks of agents. <a href="https://forms.gle/3EDPBYCEUv4dzuzm8" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Sign up to participate!<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a></p> 17<h2 class="nx-font-semibold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100 nx-mt-10 nx-border-b nx-pb-1 nx-text-3xl nx-border-neutral-200/70 contrast-more:nx-border-neutral-400 dark:nx-border-primary-100/10 contrast-more:dark:nx-border-neutral-400">Important Info<a href="#important-info" id="important-info" class="subheading-anchor" aria-label="Permalink for this section"></a></h2> 18<ul class="nx-mt-6 nx-list-disc first:nx-mt-0 ltr:nx-ml-6 rtl:nx-mr-6"> 19<li class="nx-my-2"><strong>Time</strong>: April 10-11, see <a class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]" href="/schedule">schedule</a></li> 20<li class="nx-my-2"><strong>Location</strong>: <a href="https://www.cmu.edu/cohon-university-center/images/floor-plans/CUC_2.pdf" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Rangos Ballroom 2, Cohon University Center<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a></li> 21<li class="nx-my-2">ð <strong>Call for Posters</strong>: Calling all researchers to share their projects about LLMs, tools and agents. More information: <a class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]" href="/posters">posters</a></li> 22<li class="nx-my-2">If you are interested in participating, please fill out the form <a href="https://forms.gle/3EDPBYCEUv4dzuzm8" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">
22https://forms.gle/3EDPBYCEUv4dzuzm8<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a>. We will send you more information about the workshop as it becomes available.</li> 23<li class="nx-my-2">Feel free to check out <a href="https://cmudsc.com/agents/" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">AI Agents Weekend<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a> (hosted byCMU Data Science Club) as well. It is co-located with the Agent Workshop and will be hosted from April 12-13.</li> 24</ul> 25<h2 class="nx-font-semibold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100 nx-mt-10 nx-border-b nx-pb-1 nx-text-3xl nx-border-neutral-200/70 contrast-more:nx-border-neutral-400 dark:nx-border-primary-100/10 contrast-more:dark:nx-border-neutral-400">Topics of Interest<a href="#topics-of-interest" id="topics-of-interest" class="subheading-anchor" aria-label="Permalink for this section"></a></h2> 26<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">Some of the topics that you might be interested in that may appear in the workshop (definetely not an exhaustive list):</p> 27<ul class="nx-mt-6 nx-list-disc first:nx-mt-0 ltr:nx-ml-6 rtl:nx-mr-6"> 28<li class="nx-my-2">LLM with tool use (LLM reasoner + environment receptor)</li> 29<li class="nx-my-2">LLM agents (+environment actuator)</li> 30<li class="nx-my-2">Tasks and Domains that are interesting (knowledge exploration, software engineering, clerk work, medical, robotics, enabling scientific discovery, social agents etc.)</li> 31<li class="nx-my-2">Learning of LLM agents (expert supervision, reinforcement learning, weak supervision, synthetic data, environment generation and augmentation, etc.)</li> 32<li class="nx-my-2">Open source software of LLM tool use and agents (e.g. browser plugin, AI assistant, toolbox, environment, framework, etc.)</li> 33<li class="nx-my-2">Multi-agent interaction, human-agent interaction, socially-intelligent Agents.</li> 34<li class="nx-my-2">Safety of LLM agents and how to improve them.</li> 35<li class="nx-my-2">Ethics and societal impact of LLM agents (jobs, economic impact, effects on underrepresented population, effects on accessibility, etc.)</li> 36</ul> 37<h2 class="nx-font-semibold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100 nx-mt-10 nx-border-b nx-pb-1 nx-text-3xl nx-border-neutral-200/70 contrast-more:nx-border-neutral-400 dark:nx-border-primary-100/10 contrast-more:dark:nx-border-neutral-400">Sponsors and Co-organizers<a href="#sponsors-and-co-organizers" id="sponsors-and-co-organizers" class="subheading-anchor" aria-label="Permalink for this section"></a></h2> 38<h3 class="nx-font-semibold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100 nx-mt-8 nx-text-2xl">Sponsors<a href="#sponsors" id="sponsors" class="subheading-anchor" aria-label="Permalink for this section"></a></h3> 39<div style="display:flex;justify-content:center;gap:2rem;padding-top:1rem;align-items:center"><div style="text-align:center;display:flex;flex-direction:column;align-items:center"><img alt="Sponsor 1" loading="lazy" width="100" height="100" decoding="async" data-nimg="1" style="color:transparent" src="/_next/static/media/scaleai.e3fd97d7.png"/><strong style="margin-top:0.5rem"><a href="https://scale.com/" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Gold Sponsor, Scale AI<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a></strong></div><div style="text-align:center;display:flex;flex-direction:column;align-items:center"><img alt="Sponsor 2" loading="lazy" width="120" height="100" decoding="async" data-nimg="1" style="color:transparent" src="/_next/static/media/ardent.cbbfdad8.png"/><strong style="margin-top:0.5rem"><a href="https://www.ardent.vc/" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Sponsor, Ardent Venture<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a></strong></div><div style="text-align:center;display:flex;flex-direction:column;align-items:center"><img alt="Sponsor 3" loading="lazy" width="120" height="40" decoding="async" data-nimg="1" style="color:transparent" src="/_next/static/media/skillbuilder.d5fefb5f.png"/><strong style="margin-top:0.5rem"><a href="https://skillbuilder.io/" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Sponsor, SkillBuilder.io<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a></strong></div><div style="text-align:center;display:flex;flex-direction:column;align-items:center"><img alt="Sponsor 4" loading="lazy" width="60" height="60" decoding="async" data-nimg="1" style="color:transparent" src="/_next/static/media/magarac.29d7a740.png"/><strong style="margin-top:0.5rem"><a href="https://www.magarac.vc/" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Sponsor, Magarac Venture Partners<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a></strong></div></div> 40<h3 class="nx-font-semibold nx-tracking-tight nx-text-slate-900 dark:nx-text-slate-100 nx-mt-8 nx-text-2xl">Co-organizers<a href="#co-organizers" id="co-organizers" class="subheading-anchor" aria-label="Permalink for this section"></a></h3> 41<div style="display:flex;justify-content:center;gap:2rem;padding-top:1rem;align-items:center"><div style="text-align:center;display:flex;flex-direction:column;align-items:center"><img alt="Co-organizer Fujitsu" loading="lazy" width="200" height="70" decoding="async" data-nimg="1" style="color:transparent" src="/_next/static/media/fujitsu.b59a0b4b.png"/><strong style="margin-top:0.5rem"><a href="https://www.fujitsu.com/global/" target="_blank" rel="noreferrer" class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]">Fujitsu<span class="nx-sr-only nx-select-none"> (opens in a new tab)</span></a></strong></div></div> 42<p class="nx-mt-6 nx-leading-7 first:nx-mt-0">If your organization is interested in sponsoring the workshop, please contact <a class="nx-text-primary-600 nx-underline nx-decoration-from-font [text-underline-position:from-font]" href="mailto:[email protected]">[email protected]</a></p><div class="nx-mt-16"></div><div class="nx-mb-8 nx-flex nx-items-center nx-border-t nx-pt-8 dark:nx-border-neutral-800 contrast-more:nx-border-neutral-400 dark:contrast-more:nx-border-neutral-400 print:nx-hidden"><a title="Schedule" class="nx-flex nx-max-w-[50%] nx-items-center nx-gap-1 nx-py-4 nx-text-base nx-font-medium nx-text-gray-600 nx-transition-colors [word-break:break-word] hover:nx-text-primary-600 dark:nx-text-gray-300 md:nx-text-lg ltr:nx-ml-auto ltr:nx-pl-4 ltr:nx-text-right rtl:nx-mr-auto rtl:nx-pr-4 rtl:nx-text-left" href="/schedule">Schedule<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" class="nx-inline nx-h-5 nx-shrink-0 rtl:nx-rotate-180"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7"></path></svg></a></div></main></article></div><footer class="nx-bg-gray-100 nx-pb-[env(safe-area-inset-bottom)] dark:nx-bg-neutral-900 print:nx-bg-transparent"><div class="nx-mx-auto nx-flex nx-max-w-[90rem] nx-gap-2 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