--- title: Reinforcement Learning: Training AI Agents Through... description: Reinforcement learning is a field of AI that involves training agents to make decisions by interacting with an environment and learning from rewards and... canonical: https://daily.dev/posts/reinforcement-learning-training-ai-agents-through-rewards-and-penalties-jkoapccoz twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Reinforcement Learning: Training AI Agents Through Rewards and Penalties | daily.dev og:description: Reinforcement learning is a field of AI that involves training agents to make decisions by interacting with an environment and learning from rewards and... og:url: https://daily.dev/posts/reinforcement-learning-training-ai-agents-through-rewards-and-penalties-jkoapccoz og:image: https://api.daily.dev/og/posts/JKoAPccoz.png og:image:alt: Reinforcement Learning: Training AI Agents Through Rewards and Penalties 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. # Reinforcement Learning: Training AI Agents Through Rewards and Penalties **[Machine Learning News](https://daily.dev/sources/mlnews)** · 4 min read · 0 upvotes · 0 comments ## Summary Reinforcement learning is a field of AI that involves training agents to make decisions by interacting with an environment and learning from rewards and penalties. It differs from supervised learning and has applications in game playing, robot control, and resource management. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#reinforcement-learning](https://daily.dev/tags/reinforcement-learning) [View this post on daily.dev](https://daily.dev/posts/reinforcement-learning-training-ai-agents-through-rewards-and-penalties-jkoapccoz) ```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":"Reinforcement Learning: Training AI Agents Through Rewards and Penalties","url":"https://daily.dev/posts/reinforcement-learning-training-ai-agents-through-rewards-and-penalties-jkoapccoz","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/reinforcement-learning-training-ai-agents-through-rewards-and-penalties-jkoapccoz"},"datePublished":"2024-05-07T08:00:29.197Z","dateModified":"2024-05-09T08:43:33.910Z","description":"Reinforcement learning is a field of AI that involves training agents to make decisions by interacting with an environment and learning from rewards and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/51d06668712a4de8e6b8dde8127d4845?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/51d06668712a4de8e6b8dde8127d4845?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Machine Learning News","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":"Machine Learning News","logo":"https://media.daily.dev/image/upload/s--0PoEtdkd--/f_auto/v1750409401/squads/marktechpost?_a=BAMClqZW0","url":"https://daily.dev/squads/mlnews"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/reinforcement-learning-training-ai-agents-through-rewards-and-penalties-jkoapccoz","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,reinforcement-learning","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Machine Learning News","item":"https://daily.dev/squads/mlnews"},{"@type":"ListItem","position":3,"name":"Reinforcement Learning: Training AI Agents Through Rewards and Penalties"}]} ```