<!doctype html><html lang="en" class="no-js"><head><meta charset="utf-8"> <!-- begin SEO --><title>Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning - Rui Tang</title><meta name="description" content="In cooperative Multi-Agent Reinforcement Learning (MARL), the subgroup-wise learning is employed to assign sub-tasks to agents towards the enhancement of team collaboration."><meta property="article:published_time" content="2026-02-17T00:00:00+00:00"><link rel="canonical" href="https://gasia77.github.io/publication/2025-06-08-paper-title-number-5.md"> <script type="application/ld+json"> { "@context" : "http://schema.org", "@type" : "Person", "name" : "Your Name", "url" : "https://gasia77.github.io", "sameAs" : null } </script> <!-- end SEO --> <!-- Open Graph protocol data (https://ogp.me/), used by social media --><meta property="og:locale" content="en-US"><meta property="og:site_name" content="Rui Tang"><meta property="og:title" content="Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning"><meta property="og:type" content="article"><meta property="og:description" name="description" content="In cooperative Multi-Agent Reinforcement Learning (MARL), the subgroup-wise learning is employed to assign sub-tasks to agents towards the enhancement of team collaboration."><meta property="og:url" content="https://gasia77.github.io/publication/2025-06-08-paper-title-number-5.md"> <!-- end Open Graph protocol --><link href="https://gasia77.github.io/feed.xml" type="application/atom+xml" rel="alternate" title="Rui Tang Feed"><meta name="viewport" content="width=device-width, initial-scale=1.0"> <script> document.documentElement.className = document.documentElement.className.replace(/\bno-js\b/g, '') + ' js '; </script> <!-- For all browsers --><link rel="stylesheet" href="https://gasia77.github.io/assets/css/main.css"> <!-- start custom head snippets --> <!-- Support for Academicons --><link rel="stylesheet" href="https://gasia77.github.io/assets/css/academicons.css"/> <!-- favicon from https://commons.wikimedia.org/wiki/File:OOjs_UI_icon_academic-progressive.svg --><link rel="apple-touch-icon" sizes="180x180" href="https://gasia77.github.io/images/apple-touch-icon-180x180.png"/><link rel="icon" type="image/svg+xml" href="https://gasia77.github.io/images/favicon.svg"/><link rel="icon" type="image/png" href="https://gasia77.github.io/images/favicon-32x32.png" sizes="32x32"/><link rel="icon" type="image/png" href="https://gasia77.github.io/images/favicon-192x192.png" sizes="192x192"/><link rel="manifest" href="https://gasia77.github.io/images/manifest.json"/><link rel="icon" href="/images/favicon.ico"/><meta name="theme-color" content="#ffffff"/> <!-- end custom head snippets --></head><body> <!--[if lt IE 9]><div class="notice--danger align-center" style="margin: 0;">You are using an <strong>outdated</strong> browser. Please <a href="http://browsehappy.com/">upgrade your browser</a> to improve your experience.</div><![endif]--><div class="masthead"><div class="masthead__inner-wrap"><div class="masthead__menu"><nav id="site-nav" class="greedy-nav"> <button><span class="navicon"></span></button><ul class="visible-links"><li class="masthead__menu-item masthead__menu-item--lg persist "> <a href="https://gasia77.github.io/">Rui Tang</a></li><li class="masthead__menu-item "> <a href="https://gasia77.github.io/publications/">Publications</a></li><li id="theme-toggle" class="masthead__menu-item persist tail"> <a role="button" aria-labelledby="theme-icon"><i id="theme-icon" class="fa-solid fa-sun" aria-hidden="true" title="toggle theme"></i></a></li></ul><ul class="hidden-links hidden"></ul></nav></div></div></div><div id="main" role="main"><div class="sidebar sticky"><div itemscope itemtype="http://schema.org/Person"><div class="author__avatar"> <img src="https://gasia77.github.io/images/head1.png" class="author__avatar" alt="Rui Tang| 唐睿" fetchpriority="high" /></div><div class="author__content"><h3 class="author__name">Rui Tang| 唐睿</h3><p class="author__bio">A RLer</p></div><div class="author__urls-wrapper"> <button class="btn btn--inverse">Follow</button><ul class="author__urls social-icons"> <!-- Font Awesome icons / Biographic information --><li class="author__desktop"><i class="fas fa-fw fa-location-dot icon-pad-right" aria-hidden="true"></i>Shenzhen, Guandong</li><li class="author__desktop"><i class="fas fa-fw fa-building-columns icon-pad-right" aria-hidden="true"></i>Harbin Institute of Technology</li><li><a href="mailto:gasi7a@gmail.com"><i class="fas fa-fw fa-envelope icon-pad-right" aria-hidden="true"></i>Email</a></li><!-- Font Awesome and Academicons icons / Academic websites --> <!-- Font Awesome icons / Repositories and software development --><li><a href="https://github.com/academicpages"><i class="fab fa-fw fa-github icon-pad-right" aria-hidden="true"></i>GitHub</a></li><!-- Font Awesome icons / Social media --></ul></div></div></div><article class="page" itemscope itemtype="http://schema.org/CreativeWork"><meta itemprop="headline" content="Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning"><meta itemprop="description" content="In cooperative Multi-Agent Reinforcement Learning (MARL), the subgroup-wise learning is employed to assign sub-tasks to agents towards the enhancement of team collaboration."><meta itemprop="datePublished" content="February 17, 2026"><div class="page__inner-wrap"><header><h1 class="page__title" itemprop="headline"><a href="https://openreview.net/pdf?id=PqVT9jkbdw">Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning</a></h1><p>Published in <i>AAAI-26 Poster</i>, 2026</p></header><section class="page__content" itemprop="text"><p>Using <a href="https://www.mathjax.org/">MathJax</a> in the description is supported - \(E=mc^2\) - however, the use must be mindful that the default delimiters are <code class="language-plaintext highlighter-rouge">$$...$$</code> and <code class="language-plaintext highlighter-rouge">\\[...\\]</code> which differs from the <code class="language-plaintext highlighter-rouge">$...$</code> that is typically expected.</p><p style="font-size: smaller">Recommended citation: Rui Tang, Biao Luo, Yongzheng Cui. &quot; Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning&quot; (2026).</p></section><footer class="page__meta"></footer><section class="page__share"><h4 class="page__share-title">Share on</h4><a href="https://bsky.app/intent/compose?text=https://gasia77.github.io/publication/2025-06-08-paper-title-number-5.md" class="btn btn--bluesky" title="Share on Bluesky"><i class="fab fa-bluesky" aria-hidden="true"></i><span> Bluesky</span></a> <a href="https://www.facebook.com/sharer/sharer.php?u=https://gasia77.github.io/publication/2025-06-08-paper-title-number-5.md" class="btn btn--facebook" title="Share on Facebook"><i class="fab fa-facebook" aria-hidden="true"></i><span> Facebook</span></a> <a href="https://www.linkedin.com/shareArticle?mini=true&url=https://gasia77.github.io/publication/2025-06-08-paper-title-number-5.md" class="btn btn--linkedin" title="Share on LinkedIn"><i class="fab fa-linkedin" aria-hidden="true"></i><span> LinkedIn</span></a> <a href="https://www.addtoany.com/add_to/mastodon?linkurl=https%3A%2F%2Fgasia77.github.io%2Fpublication%2F2025-06-08-paper-title-number-5.md" class="btn btn--mastodon" title="Share on Mastodon"><i class="fab fa-mastodon" aria-hidden="true"></i><span> Mastodon</span></a> <a href="https://x.com/intent/post?text=https://gasia77.github.io/publication/2025-06-08-paper-title-number-5.md" class="btn btn--x" title="Share on X"><i class="fab fa-x-twitter" aria-hidden="true"></i><span> X (formerly Twitter)</span></a></section><nav class="pagination"> <a href="https://gasia77.github.io/publication/2024-02-17-paper-title-number-4" class="pagination--pager" title="Beyond Monotonicity: Revisiting Factorization Principles in Multi-Agent Q-Learning ">Previous</a> <a href="https://gasia77.github.io/publication/2009-10-01-paper-title-number-1" class="pagination--pager" title="HMU: Heuristic Memory Utilization for Multi-Agent Reinforcement Learning ">Next</a></nav></div></article></div><div class="page__footer"><footer> <!-- start custom footer snippets --> <a href="/sitemap/">Sitemap</a> <!-- Support for MatJax --> <script defer src="https://cdnjs.cloudflare.com/polyfill/v3/polyfill.min.js?features=es6"></script> <script defer src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js" id="MathJax-script"></script> <!-- Support for Mermaid --> <script type="module"> import mermaid from 'https://cdn.jsdelivr.net/npm/mermaid@11/dist/mermaid.esm.min.mjs'; 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