{"id":6720,"date":"2026-04-25T05:55:56","date_gmt":"2026-04-25T05:55:56","guid":{"rendered":"https:\/\/scipapermill.com\/index.php\/2026\/04\/25\/reinforcement-learnings-new-frontier-from-robots-to-llms-navigating-complexity-with-smarter-rewards-and-adaptive-agents\/"},"modified":"2026-04-25T05:55:56","modified_gmt":"2026-04-25T05:55:56","slug":"reinforcement-learnings-new-frontier-from-robots-to-llms-navigating-complexity-with-smarter-rewards-and-adaptive-agents","status":"publish","type":"post","link":"https:\/\/scipapermill.com\/index.php\/2026\/04\/25\/reinforcement-learnings-new-frontier-from-robots-to-llms-navigating-complexity-with-smarter-rewards-and-adaptive-agents\/","title":{"rendered":"Reinforcement Learning’s New Frontier: From Robots to LLMs, Navigating Complexity with Smarter Rewards and Adaptive Agents"},"content":{"rendered":"

Latest 100 papers on reinforcement learning: Apr. 25, 2026<\/h3>\n

Reinforcement Learning (RL) continues its march across the AI landscape<\/p>\n","protected":false},"excerpt":{"rendered":"

Latest 100 papers on reinforcement learning: Apr. 25, 2026<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[56,55,63],"tags":[1367,854,4127,1576,59],"class_list":["post-6720","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence","category-computer-vision","category-machine-learning","tag-chain-of-thought","tag-grpo","tag-post-training","tag-main_tag_reinforcement_learning","tag-vision-language-models"],"yoast_head":"\nReinforcement 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