{"url":"/method/alp-gmm","slug":"alp-gmm","name":"ALP-GMM","full_name":"Absolute Learning Progress and Gaussian Mixture Models for Automatic Curriculum Learning","full_name_withheld":false,"description_markdown":"ALP-GMM is is an algorithm that learns to generate a learning curriculum for black box reinforcement learning agents, whereby it sequentially samples parameters controlling a stochastic procedural generation of tasks or environments.","description_state":"present","introduced_year":null,"introduced_by":{"title":"Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments","paper":"/paper/teacher-algorithms-for-curriculum-learning-of","first_author":"Rémy Portelas","n_authors":4,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/teacher-algorithms-for-curriculum-learning-of"},"source":{"url":"https://arxiv.org/abs/1910.07224v1","title":"Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Self-Supervised Learning","url":"/methods/category/self-supervised-learning","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/teacher-algorithms-for-curriculum-learning-of","title":"Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments","date":"2019-10-16","arxiv_id":"1910.07224","n_code_links":2,"syntology":{"ran":0,"of":7,"unverified":7,"pointer_only":0}}],"papers_shown":1,"tasks":[{"task":"/task/deep-reinforcement-learning","name":"Deep Reinforcement Learning","papers":1},{"task":"/task/reinforcement-learning","name":"Reinforcement Learning","papers":1}],"tasks_shown":2,"n_tasks":2,"usage_by_year":[{"year":"2019","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/alp-gmm"},"syntology_read_at":"2026-09-25T09:33:49+00:00"}