--- title: Jack of All Trades, Master of Some, a Multi-Purpose... description: JAT is a multi-purpose transformer agent capable of mastering a wide variety of sequential decision-making tasks. It uses a single network for all tasks and... canonical: https://daily.dev/posts/jack-of-all-trades-master-of-some-a-multi-purpose-transformer-agent-xqj0dddz1 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent | daily.dev og:description: JAT is a multi-purpose transformer agent capable of mastering a wide variety of sequential decision-making tasks. It uses a single network for all tasks and... og:url: https://daily.dev/posts/jack-of-all-trades-master-of-some-a-multi-purpose-transformer-agent-xqj0dddz1 og:image: https://api.daily.dev/og/posts/xqj0DDDZ1.png og:image:alt: Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent **[Hugging Face](https://daily.dev/sources/huggingface)** · 7 min read · 1 upvotes · 0 comments ## Summary JAT is a multi-purpose transformer agent capable of mastering a wide variety of sequential decision-making tasks. It uses a single network for all tasks and has shown rudimentary capabilities in NLP and CV tasks. The JAT project has released expert RL agents, the JAT dataset, and the JAT model. Future work includes improving the dataset, using offline RL, and implementing a smarter multi-task sampling strategy. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- [View this post on daily.dev](https://daily.dev/posts/jack-of-all-trades-master-of-some-a-multi-purpose-transformer-agent-xqj0dddz1) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent","url":"https://daily.dev/posts/jack-of-all-trades-master-of-some-a-multi-purpose-transformer-agent-xqj0dddz1","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/jack-of-all-trades-master-of-some-a-multi-purpose-transformer-agent-xqj0dddz1"},"datePublished":"2024-04-23T07:53:10.978Z","dateModified":"2024-05-09T09:15:49.869Z","description":"JAT is a multi-purpose transformer agent capable of mastering a wide variety of sequential decision-making tasks. It uses a single network for all tasks and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/965a2edd19a30487b47313a56eaac467?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/965a2edd19a30487b47313a56eaac467?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Hugging Face","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hugging Face","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f1f55c67d81a4330acf5b90b26b0c8e1","url":"https://daily.dev/sources/huggingface"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/jack-of-all-trades-master-of-some-a-multi-purpose-transformer-agent-xqj0dddz1","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hugging Face","item":"https://daily.dev/sources/huggingface"},{"@type":"ListItem","position":3,"name":"Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent"}]} ```