{"id":886,"date":"2023-11-02T14:42:02","date_gmt":"2023-11-02T14:42:02","guid":{"rendered":"https:\/\/todaysainews.com\/index.php\/2023\/11\/02\/is-curiosity-all-you-need-on-the-utility-of-emergent-behaviours-from-curious-exploration-2\/"},"modified":"2025-04-27T07:30:58","modified_gmt":"2025-04-27T07:30:58","slug":"is-curiosity-all-you-need-on-the-utility-of-emergent-behaviours-from-curious-exploration-2","status":"publish","type":"post","link":"https:\/\/todaysainews.com\/index.php\/2023\/11\/02\/is-curiosity-all-you-need-on-the-utility-of-emergent-behaviours-from-curious-exploration-2\/","title":{"rendered":"Is Curiosity All You Need? On the Utility of Emergent Behaviours from Curious Exploration"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div>\n<h2 data-block-key=\"w9vcs\">References<\/h2>\n<p data-block-key=\"mcair\">[1] Oudeyer, Pierre-Yves, Frdric Kaplan, and Verena V. Hafner. &#8220;Intrinsic motivation systems for autonomous mental development.&#8221; IEEE transactions on evolutionary computation 11.2 (2007): 265-286.<\/p>\n<p data-block-key=\"ahdwh\">[2] Schmidhuber, J\u00fcrgen. &#8220;Formal theory of creativity, fun, and intrinsic motivation (1990\u20132010).&#8221; IEEE Transactions on Autonomous Mental Development 2.3 (2010): 230-247.<\/p>\n<p data-block-key=\"pweh9\">[3] Schmidhuber, J\u00fcrgen. &#8220;A possibility for implementing curiosity and boredom in model-building neural controllers.&#8221; Proc. of the international conference on simulation of adaptive behavior: From animals to animats. 1991.<\/p>\n<p data-block-key=\"u7rbw\">[4] Pathak, Deepak, et al. &#8220;Curiosity-driven exploration by self-supervised prediction.&#8221; International conference on machine learning. PMLR, 2017.<\/p>\n<p data-block-key=\"15564\">[5] Sekar, Ramanan, et al. &#8220;Planning to explore via self-supervised world models.&#8221; International Conference on Machine Learning. PMLR, 2020.<\/p>\n<p data-block-key=\"lybg8\">[6] Abdolmaleki, Abbas, et al. &#8220;Maximum a posteriori policy optimisation.&#8221; arXiv preprint arXiv:1806.06920 (2018).<\/p>\n<p data-block-key=\"8hh9p\">[7] Wulfmeier, Markus, et al. &#8220;Compositional transfer in hierarchical reinforcement learning.&#8221; arXiv preprint arXiv:1906.11228 (2019).<\/p>\n<p data-block-key=\"gh4rd\">[8] Riedmiller, Martin, et al. &#8220;Learning by playing solving sparse reward tasks from scratch.&#8221; International Conference on Machine Learning. PMLR, 2018.<\/p>\n<p data-block-key=\"5dhem\">[9] Riedmiller, Martin, et al. &#8220;Collect &amp; Infer&#8221; arXiv preprint arXiv:2108.10273 (2021).<\/p>\n<\/p><\/div>\n<p>[ad_2]<br \/>\n<br \/><a href=\"https:\/\/deepmind.google\/discover\/blog\/is-curiosity-all-you-need-on-the-utility-of-emergent-behaviours-from-curious-exploration\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] References [1] Oudeyer, Pierre-Yves, Frdric Kaplan, and Verena V. Hafner. &#8220;Intrinsic motivation systems for autonomous mental development.&#8221;<\/p>\n","protected":false},"author":2,"featured_media":765,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-886","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-deepmind-ai"],"_links":{"self":[{"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/posts\/886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/comments?post=886"}],"version-history":[{"count":1,"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/posts\/886\/revisions"}],"predecessor-version":[{"id":2611,"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/posts\/886\/revisions\/2611"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/media\/765"}],"wp:attachment":[{"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/media?parent=886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/categories?post=886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/todaysainews.com\/index.php\/wp-json\/wp\/v2\/tags?post=886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}