<meta http-equiv="Content-Type" content="text/html; charset=GB18030"><div>Hi,Adapters,</div><div><br></div><div>Planning in open-ended environment like Minecraft for developing multi-task embodied agents remains challenging.There are two primary challenges of empowering such agents with planning:1)planning in an open-ended world like Minecraft requires precise and multi-step reasoning due to the long-term nature of the tasks, and 2) as vanilla planners do not consider the proximity to the current agent when ordering parallel sub-goals within a complicated plan, the resulting plan could be inefficient.</div><div>In this talk,I will introduce a paper titled"Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents".I will show the architecture of DEPS and how it works to solve the challenges above.</div><div><br></div><div><span style="font-family: "lucida Grande", Verdana;">Hope you find this talk interesting.</span></div><div><br></div><div><br></div><div><span style="font-family: "lucida Grande", Verdana;">Time: Wed 10 am. - 11:30 am.</span><br style="font-family: "lucida Grande", Verdana;"><span style="font-family: "lucida Grande", Verdana;">Meeting link: </span><a href="https://teams.microsoft.com/l/meetup-join/19%3ameeting_M2VmMTU5MzgtODUzOC00NmU4LTg0MzktNGFjNDdiMmIwYTI1%40thread.v2/0?context=%7b%22Tid%22%3a%225cdc5b43-d7be-4caa-8173-729e3b0a62d9%22%2c%22Oid%22%3a%221a8b9fa0-af57-4a1c-9390-22d1c201d622%22%7d" rel="noopener" target="_blank" style="outline: none; cursor: pointer; color: rgb(30, 84, 148); font-family: "lucida Grande", Verdana;">https://teams.microsoft.com/l/meetup-join/19%3ameeting_M2VmMTU5MzgtODUzOC00NmU4LTg0MzktNGFjNDdiMmIwYTI1%40thread.v2/0?context=%7b%22Tid%22%3a%225cdc5b43-d7be-4caa-8173-729e3b0a62d9%22%2c%22Oid%22%3a%221a8b9fa0-af57-4a1c-9390-22d1c201d622%22%7d</a><br style="font-family: "lucida Grande", Verdana;"></div><div><br></div><div><br></div><div>Best wishes,</div><div><span style="font-family: "lucida Grande", Verdana;">minghao</span></div><div><div style="font-size:14px;font-family:Verdana;color:#000;"><a class="xm_write_card" id="in_alias" style="white-space: normal; display: inline-block; text-decoration: none !important;font-family: -apple-system,BlinkMacSystemFont,PingFang SC,Microsoft YaHei;" href="https://wx.mail.qq.com/home/index?t=readmail_businesscard_midpage&nocheck=true&name=%E5%90%95%E9%93%AD%E6%B5%A9&icon=https%3A%2F%2Fthirdqq.qlogo.cn%2Fg%3Fb%3Doidb%26k%3DZxcqP4ibkvk9H1jocgZwzGA%26kti%3DY4YidgAAAAI%26s%3D0&mail=913257822%40qq.com&code=PtRrfR8uu5B_Bro0vTOqR7iXpHgqXzeLUgBEfDydKDoJzqeKpoT3sY7YLsdc_R_PcFOfpr0iskYnsog2ogywzw" target="_blank"><table style="white-space: normal;table-layout: fixed; padding-right: 20px;" contenteditable="false" cellpadding="0" cellspacing="0"><tbody><tr valign="top"><td style="width: 40px;min-width: 40px; padding-top:10px"><div style="width: 38px; height: 38px; border: 1px #FFF solid; border-radius:50%; margin: 0;vertical-align: top;box-shadow: 0 0 10px 0 rgba(127,152,178,0.14);"><img src="https://thirdqq.qlogo.cn/g?b=oidb&k=ZxcqP4ibkvk9H1jocgZwzGA&kti=Y4YidgAAAAI&s=0" style="width:100%;height:100%;border-radius:50%;pointer-events: none;"></div></td><td style="padding: 10px 0 8px 10px;"><div class="businessCard_name" style="font-size: 14px;color: #33312E;line-height: 20px; padding-bottom: 2px; margin:0;font-weight: 500;">ÂÀÃúºÆ</div><div class="businessCard_mail" style="font-size: 12px;color: #999896;line-height: 18px; margin:0;">913257822@qq.com</div></td></tr></tbody></table></a></div></div><div> </div>