{"id":23301,"date":"2021-03-29T14:48:36","date_gmt":"2021-03-29T18:48:36","guid":{"rendered":"https:\/\/bangla.salearningschool.com\/recent-posts\/three-approaches-to-rl-deep-q-learning-networks-dqn\/"},"modified":"2021-03-29T14:48:36","modified_gmt":"2021-03-29T18:48:36","slug":"three-approaches-to-rl-deep-q-learning-networks-dqn","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=23301","title":{"rendered":"Three Approaches to RL: #Deep Q Learning Networks &#8211; #DQN"},"content":{"rendered":"<h1>Three Approaches to RL &#8211; Georgia Tech &#8211; Machine Learning<\/h1>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=bFPoHrAoPoQ\">https:\/\/www.youtube.com\/watch?v=bFPoHrAoPoQ<\/a><\/p>\n<h1>Deep Q Learning Networks<\/h1>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=OYhFoMySoVs\">https:\/\/www.youtube.com\/watch?v=OYhFoMySoVs<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Three Approaches to RL &#8211; Georgia Tech &#8211; Machine Learning https:\/\/www.youtube.com\/watch?v=bFPoHrAoPoQ Deep Q Learning Networks https:\/\/www.youtube.com\/watch?v=OYhFoMySoVs<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[182],"tags":[],"class_list":["post-23301","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":19601,"url":"http:\/\/bangla.sitestree.com\/?p=19601","url_meta":{"origin":23301,"position":0},"title":"Reinforcement Learning Examples\/DQN Examples","author":"Sayed","date":"February 2, 2021","format":false,"excerpt":"What I was looking for is: A DQN (Deep Q Learning Neural Network) or a Reinforcement Learning example that can learn from existing simulation data, and then can use that learning to interactively optimize an objective. The challenge will be: Whether my data can be learned from (whether the format\/structure\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26368,"url":"http:\/\/bangla.sitestree.com\/?p=26368","url_meta":{"origin":23301,"position":1},"title":"Reinforcement Learning Examples\/DQN Examples #Root","author":"Author-Check- Article-or-Video","date":"April 22, 2021","format":false,"excerpt":"What I was looking for is: A DQN (Deep Q Learning Neural Network) or a Reinforcement Learning example that can learn from existing simulation data, and then can use that learning to interactively optimize an objective. The challenge will be: Whether my data can be learned from (whether the format\/structure\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16348,"url":"http:\/\/bangla.sitestree.com\/?p=16348","url_meta":{"origin":23301,"position":2},"title":"Might be of Interest to the readers of this platform","author":"Sayed","date":"November 2, 2019","format":false,"excerpt":"Self Learning AI-Agents Part II: Deep Q-Learning https:\/\/towardsdatascience.com\/self-learning-ai-agents-part-ii-deep-q-learning-b5ac60c3f47 Canada's flawed financial advice industryCommissions and conflicting interests persist - when are we going to get the value we deserve? https:\/\/www.morningstar.ca\/ca\/news\/196072\/canadas-flawed-financial-advice-industry.aspx Whatever the Future Holds, Stocks Are Not Priced for a Recession https:\/\/www.bloomberg.com\/news\/articles\/2019-10-06\/whatever-the-future-holds-stocks-are-not-priced-for-a-recession?srnd=premium-canada Machine Learning Model Deployment: Strategy to Implementation https:\/\/www.youtube.com\/watch?v=xEG8u62TB2Q --\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":14752,"url":"http:\/\/bangla.sitestree.com\/?p=14752","url_meta":{"origin":23301,"position":3},"title":"AI Implementation Platforms: Reinforcement Learning Platforms and Applications:","author":"Sayed","date":"May 3, 2019","format":false,"excerpt":"\" Gym: https:\/\/gym.openai.com\/ Gym is a toolkit for developing and comparing .... It supports teaching agents everything from walking to playing games like Pong or Pinball. \" https:\/\/gym.openai.com\/ ---- \"Project Malmo integrates (deep) reinforcement learning, cognitive science, and many ideas from artificial intelligence. \" https:\/\/www.microsoft.com\/en-us\/research\/project\/project-malmo\/ ---- DeepMind: \"DeepMind's scientific mission\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24971,"url":"http:\/\/bangla.sitestree.com\/?p=24971","url_meta":{"origin":23301,"position":4},"title":"AI Implementation Platforms: Reinforcement Learning Platforms and Applications: #Root","author":"Author-Check- Article-or-Video","date":"April 14, 2021","format":false,"excerpt":"\" Gym: https:\/\/gym.openai.com\/ Gym is a toolkit for developing and comparing .... It supports teaching agents everything from walking to playing games like Pong or Pinball. \" https:\/\/gym.openai.com\/ ---- \"Project Malmo integrates (deep) reinforcement learning, cognitive science, and many ideas from artificial intelligence. \" https:\/\/www.microsoft.com\/en-us\/research\/project\/project-malmo\/ ---- DeepMind: \"DeepMind's scientific mission\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19381,"url":"http:\/\/bangla.sitestree.com\/?p=19381","url_meta":{"origin":23301,"position":5},"title":"Reinforcement Learning and Deep Learning","author":"Sayed","date":"January 28, 2021","format":false,"excerpt":"An interactive notebook training Keras to play Catch https:\/\/github.com\/JannesKlaas\/sometimes_deep_sometimes_learning\/blob\/master\/reinforcement.ipynb Key Papers in Deep RL https:\/\/spinningup.openai.com\/en\/latest\/spinningup\/keypapers.html#key-papers-in-deep-rl DEEP REINFORCEMENT LEARNING https:\/\/arxiv.org\/pdf\/1810.06339v1.pdf Tesla: Deep Learning https:\/\/quantdare.com\/deep-reinforcement-trading\/ Playing Atari with Deep Reinforcement Learning https:\/\/arxiv.org\/pdf\/1312.5602.pdf AlphaGo is the first computer program to defeat a professional human Go player, the first to defeat a Go world\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/23301","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=23301"}],"version-history":[{"count":0,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/23301\/revisions"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23301"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23301"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23301"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}