Temporally Abstract Partial Models

Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup

Abstract: title> <link rel="stylesheet" href="/static/papers/css/papers.css" /> <meta name="citation_title" content="Temporally Abstract Partial Models" /> <meta name="citation_author" content="Khetarpal, Khimya" /> <meta name="citation_author" content="Ahmed, Zafarali" /> <meta name="citation_author" content="Comanici, Gheorghe" /> <meta name="citation_author" content="Precup, Doina" /> <meta name="citation_journal_title" content="Advances in Neural Information Processing Systems" /> <meta name="citation_volume" content="34" /> <meta name="citation_firstpage" content="1979" /> <meta name="citation_lastpage" content="1991" /> <meta name="citation_pdf_url" content="https://proceedings.neurips.cc/paper_files/paper/2021/file/0f3d014eead934bbdbacb62a01dc4831-Paper.pdf" /> <meta name="citation_publication_date" content="2021-12-06" /><!-- Bootstrap CSS --> <!-- https://codepen.io/surjithctly/pen/PJqKzQ --> <link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css" integrity="sha384-Vkoo8x4CGsO3+Hhxv8T/Q5PaXtkKtu6ug5TOeNV6gBiFeWPGFN9MuhOf23Q9Ifjh" crossorigin="anonymous" /> <link href="/static/menus/css/menus.css" rel="stylesheet" id="bootstrap-css" /> <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.8.1/css/all.css" integrity="sha384-50oBUHEmvpQ+1lW4y57PTFmhCaXp0ML5d60M1M7uH2+nqUivzIebhndOJK28anvf" crossorigin="anonymous" /> <script type="text/javascript" async="async" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-MML-AM_CHTML"></script> <script type="text/x-mathjax-config"> <![CDATA[ MathJax.Hub.Config({ "tex2jax": { "inlineMath": [["$","$"], ["\\(","\\)"]], "displayMath": [["\\[","\\]"]], "processEscapes": true } } ); ]]> </script> <style> <![CDATA[ @media (prefers-color-scheme: dark) { body { background-color: #333; color: #eee; } } .btn-spacer { margin: 2px; } .footer { position: fixed; left: 0; bottom: 0; width: 100%; background-color: #eee; color: black; } ]]> </style> <nav class="navbar navbar-expand-md navbar-light bg-light"> <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarToggler6" aria-controls="navbarToggler6" aria-expanded="false" aria-label="Toggle navigation"><span class="navbar-toggler-icon"></span></button> <div class="collapse navbar-collapse" id="navbarToggler6"> <a class="navbar-brand" href="/">NeurIPS Proceedings</a> <ul class="navbar-nav mr-auto mt-2 mt-md-0"> <li class="nav-item"> <a class="nav-link" href="/admin/login/?next=/admin/"><i class="fas fa-sign-in-alt" title="Login"></i></a> <li class="nav-item"> <a class="nav-link" href="/admin/logout/?nextp=/admin"><i class="fas fa-sign-out-alt" title="Logout"></i></a> <form class="form-inline my-2 my-lg-0" method="get" role="search" action="/papers/search"> <input class="form-control mr-sm-2" type="text" name="q" placeholder="Search" aria-label="Search" id="navsearch" /> <button class="btn btn-outline-success my-2 my-sm-0" type="submit">Search</button>