[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-control-systems":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"3b7efd08-2738-4a98-b9a4-ef93f8fd93ab","control systems","control-systems",2,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"89d74343-03a7-4325-88e0-14029dab320d","safe-continual-rl-changing-environments-en","Safe Continual RL for Changing Real-World Systems","This paper studies how to keep RL controllers safe while they adapt to non-stationary systems—and shows why existing methods still fall short.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776838195882-6v8v.png","en","2026-04-22T06:09:33.432376+00:00"]