{"id":6990,"date":"2025-06-23T05:36:00","date_gmt":"2025-06-22T20:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6990"},"modified":"2025-06-22T14:43:10","modified_gmt":"2025-06-22T05:43:10","slug":"swarmagentic-towards-fully-automated-agentic-system-generation-via-swarm-intelligence","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6990","title":{"rendered":"SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence\u00a0<\/strong>[28.0]<br>\u81ea\u52d5\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u751f\u6210\u306e\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bSwarmAgentic\u3092\u63d0\u6848\u3059\u308b\u3002 SwarmAgentic\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u30b9\u30af\u30e9\u30c3\u30c1\u304b\u3089\u69cb\u7bc9\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5171\u540c\u3067\u6700\u9069\u5316\u3059\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u3092,\u9ad8\u30ec\u30d9\u30eb\u8a08\u753b,\u30b7\u30b9\u30c6\u30e0\u30ec\u30d9\u30eb\u306e\u8abf\u6574,\u5275\u9020\u7684\u63a8\u8ad6\u3092\u542b\u30806\u3064\u306e\u5b9f\u4e16\u754c,\u30aa\u30fc\u30d7\u30f3\u30a8\u30f3\u30c9,\u63a2\u7d22\u7684\u30bf\u30b9\u30af\u3067\u8a55\u4fa1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.15672v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.15672v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 18 Jun 2025 17:54:55 GMT)<\/li>\n\n\n\n<li>\u300cWe propose SwarmAgentic, a framework for fully automated agentic system generation that constructs agentic systems from scratch and jointly optimizes agent functional- ity and collaboration as interdependent com- ponents through language-driven exploration. To enable efficient search over system-level structures, SwarmAgentic maintains a population of candidate systems and evolves them via feedback-guided updates, drawing inspiration from Particle Swarm Optimization (PSO).\u300d\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7c92\u5b50\u3068\u3068\u3089\u3048\u3089Particle Swarm Optimization (PSO)\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u4ed6\u624b\u6cd5\u3092\u8d85\u3048\u308b\u6027\u80fd\u3068\u306e\u3053\u3068\u3002\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u3069\u306e\u7a0b\u5ea6\u304b\u306f\u3084\u3084\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/yaoz720.github.io\/SwarmAgentic\/\">Academic Project Page<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[42],"class_list":["post-6990","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6990","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6990"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6990\/revisions"}],"predecessor-version":[{"id":6991,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6990\/revisions\/6991"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6990"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6990"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6990"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}