https://communities.sas.com/t5/SAS-Data-Science/Video-Reinforcement-Learning-in-SAS/m-p/794535#M9056 <P>Great tutorial, looking forward to finding some use cases to try out this action set!</P> Fri, 04 Feb 2022 15:12:59 GMT HarrySnart 2022-02-04T15:12:59Z https://communities.sas.com/t5/SAS-Data-Science/Video-Reinforcement-Learning-in-SAS/m-p/794261#M9053 <P><SPAN data-contrast="auto">Hi there,</SPAN><SPAN data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}">&nbsp;</SPAN></P> <P>&nbsp;</P> <P><SPAN data-contrast="auto">In this video, SAS' <A href="https://communities.sas.com/t5/user/viewprofilepage/user-id/274800" target="_self">Christa Cody</A> teachers you how to build a custom environment in Python for reinforcement learning in SAS through a simplistic GridWorld-based example.</SPAN><SPAN data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}">&nbsp;</SPAN></P> <P>&nbsp;</P> <P><SPAN data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}"><div class="video-embed-center video-embed"><iframe class="embedly-embed" src="https://cdn.embedly.com/widgets/media.html?src=https%3A%2F%2Fwww.youtube.com%2Fembed%2FpjVmI1SnHQg%3Flist%3DPLVV6eZFA22QwrXd6nSDU18E6XgXSMOs87&amp;display_name=YouTube&amp;url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DpjVmI1SnHQg&amp;image=https%3A%2F%2Fi.ytimg.com%2Fvi%2FpjVmI1SnHQg%2Fhqdefault.jpg&amp;type=text%2Fhtml&amp;schema=youtube" width="600" height="337" scrolling="no" title="SAS Tutorial | Reinforcement Learning in SAS" frameborder="0" allow="autoplay; fullscreen; encrypted-media; picture-in-picture;" allowfullscreen="true"></iframe></div></SPAN></P> <P>&nbsp;</P> <P><SPAN data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}">Here are related resources that Christa references:</SPAN></P> <P>&nbsp;</P> <UL> <LI data-leveltext="" data-font="Symbol" data-listid="4" aria-setsize="-1" data-aria-posinset="1" data-aria-level="1"><A href="https://go.documentation.sas.com/doc/en/pgmsascdc/v_021/casrlpg/titlepage.htm" target="_self"><SPAN data-contrast="auto">SAS Reinforcement Learning Overview</SPAN></A></LI> <LI data-leveltext="" data-font="Symbol" data-listid="4" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><A href="https://go.documentation.sas.com/doc/en/pgmsascdc/v_021/casrlpg/cas-reinforcementlearn-TblOfActions.htm" target="_self"><SPAN data-contrast="auto">Reinforcement Learning Action Set</SPAN></A></LI> <LI data-leveltext="" data-font="Symbol" data-listid="4" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><A href="https://github.com/sassoftware/sasrlenv" target="_self"><SPAN data-contrast="auto">Reinforcement Learning package</SPAN><SPAN data-contrast="auto">/</SPAN><SPAN data-contrast="auto">Sasrl_env code</SPAN></A></LI> <LI data-leveltext="" data-font="Symbol" data-listid="4" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><A href="https://www.youtube.com/watch?v=llzP1ai1jXM" target="_self"><SPAN data-contrast="auto">An Introduction to Reinforcement Learning in SAS Viya</SPAN></A></LI> <LI data-leveltext="" data-font="Symbol" data-listid="4" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><A href="https://blogs.sas.com/content/subconsciousmusings/2021/03/18/reinforcement-learning-deep-q-networks/" target="_self"><SPAN data-contrast="auto">Built-in CartPole demo</SPAN><SPAN data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</SPAN></A></LI> <LI data-leveltext="" data-font="Symbol" data-listid="4" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><A href="https://gym.openai.com/" target="_self"><SPAN data-contrast="auto">OpenAI gym</SPAN></A></LI> <LI data-leveltext="" data-font="Symbol" data-listid="4" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><A href="https://www.sas.com/en_us/training/academy-data-science/ai-machine-learning-certification.html?utm_source=youtube.com&amp;utm_medium=referral&amp;utm_campaign=learn-certification " target="_self"><SPAN data-contrast="none">AI &amp; Machine Learning Professional Training</SPAN></A></LI> </UL> <P>&nbsp;</P> <P><SPAN data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}"><EM>(Comments are closed on this message -- but visit&nbsp;<A href="https://www.youtube.com/watch?v=AOR7XnCB_JA&amp;list=PLVV6eZFA22QwrXd6nSDU18E6XgXSMOs87" target="_blank" rel="nofollow noopener noreferrer">YouTube</A>&nbsp;and leave a comment&nbsp;on the video.)</EM></SPAN></P> Thu, 03 Feb 2022 16:14:50 GMT https://communities.sas.com/t5/SAS-Data-Science/Video-Reinforcement-Learning-in-SAS/m-p/794261#M9053 AnnaBrown 2022-02-03T16:14:50Z https://communities.sas.com/t5/SAS-Data-Science/Video-Reinforcement-Learning-in-SAS/m-p/794535#M9056 <P>Great tutorial, looking forward to finding some use cases to try out this action set!</P> Fri, 04 Feb 2022 15:12:59 GMT https://communities.sas.com/t5/SAS-Data-Science/Video-Reinforcement-Learning-in-SAS/m-p/794535#M9056 HarrySnart 2022-02-04T15:12:59Z