├── _build ├── .doctrees │ ├── book │ │ ├── Chapter1 │ │ │ ├── 1-sequential-decision-making-problems.doctree │ │ │ ├── 2-markov-decision-processes.doctree │ │ │ ├── 3-policy-return-value.doctree │ │ │ ├── 4-bellman-equation.doctree │ │ │ └── 5-stochastic-approximation.doctree │ │ ├── Chapter2 │ │ │ ├── 1-policy-gradient-theorem.doctree │ │ │ ├── 2-reinforce.doctree │ │ │ ├── 3-implementation-reinforce.doctree │ │ │ └── 3-rein.doctree │ │ ├── Reference.doctree │ │ └── intro.doctree │ ├── environment.pickle │ └── glue_cache.json ├── html │ ├── .buildinfo │ ├── _sources │ │ └── book │ │ │ ├── Chapter1 │ │ │ ├── 1-sequential-decision-making-problems.md │ │ │ ├── 2-markov-decision-processes.md │ │ │ ├── 3-policy-return-value.md │ │ │ ├── 4-bellman-equation.md │ │ │ └── 5-stochastic-approximation.md │ │ │ ├── Chapter2 │ │ │ ├── 1-policy-gradient-theorem.md │ │ │ ├── 2-reinforce.md │ │ │ ├── 3-implementation-reinforce.ipynb │ │ │ └── 3-rein.ipynb │ │ │ ├── Reference.md │ │ │ └── intro.md │ ├── _sphinx_design_static │ │ ├── design-style.b7bb847fb20b106c3d81b95245e65545.min.css │ │ └── design-tabs.js │ ├── _static │ │ ├── HDBG.png │ │ ├── basic.css │ │ ├── check-solid.svg │ │ ├── clipboard.min.js │ │ ├── copy-button.svg │ │ ├── copybutton.css │ │ ├── copybutton.js │ │ ├── copybutton_funcs.js │ │ ├── design-style.b7bb847fb20b106c3d81b95245e65545.min.css │ │ ├── design-tabs.js │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── images │ │ │ ├── logo_binder.svg │ │ │ ├── logo_colab.png │ │ │ ├── logo_deepnote.svg │ │ │ └── logo_jupyterhub.svg │ │ ├── img │ │ │ └── HDBG.png │ │ ├── jquery-3.5.1.js │ │ ├── jquery.js │ │ ├── language_data.js │ │ ├── locales │ │ │ ├── ar │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── bg │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── bn │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ca │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── cs │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── da │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── de │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── el │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── eo │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── es │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── et │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── fi │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── fr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── hr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── id │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── it │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── iw │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ja │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ko │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── lt │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── lv │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ml │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── mr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ms │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── nl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── no │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── pl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── pt │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ro │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ru │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── sk │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── sl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── sr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── sv │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ta │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── te │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── tg │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── th │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── tl │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── tr │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── uk │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── ur │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── vi │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ ├── zh_CN │ │ │ │ └── LC_MESSAGES │ │ │ │ │ └── booktheme.po │ │ │ └── zh_TW │ │ │ │ └── LC_MESSAGES │ │ │ │ └── booktheme.po │ │ ├── minus.png │ │ ├── mystnb.css │ │ ├── pdfstyle.css │ │ ├── plus.png │ │ ├── proof.css │ │ ├── pygments.css │ │ ├── sbt-webpack-macros.html │ │ ├── scripts │ │ │ ├── pydata-sphinx-theme.js │ │ │ ├── sphinx-book-theme.js │ │ │ └── sphinx-book-theme.js.map │ │ ├── searchtools.js │ │ ├── sphinx-thebe.css │ │ ├── sphinx-thebe.js │ │ ├── styles │ │ │ ├── pydata-sphinx-theme.css │ │ │ ├── sphinx-book-theme.css │ │ │ └── theme.css │ │ ├── togglebutton.css │ │ ├── togglebutton.js │ │ ├── underscore-1.13.1.js │ │ ├── underscore.js │ │ ├── vendor │ │ │ └── fontawesome │ │ │ │ └── 5.13.0 │ │ │ │ ├── LICENSE.txt │ │ │ │ ├── css │ │ │ │ └── all.min.css │ │ │ │ └── webfonts │ │ │ │ ├── fa-brands-400.eot │ │ │ │ ├── fa-brands-400.svg │ │ │ │ ├── fa-brands-400.ttf │ │ │ │ ├── fa-brands-400.woff │ │ │ │ ├── fa-brands-400.woff2 │ │ │ │ ├── fa-regular-400.eot │ │ │ │ ├── fa-regular-400.svg │ │ │ │ ├── fa-regular-400.ttf │ │ │ │ ├── fa-regular-400.woff │ │ │ │ ├── fa-regular-400.woff2 │ │ │ │ ├── fa-solid-900.eot │ │ │ │ ├── fa-solid-900.svg │ │ │ │ ├── fa-solid-900.ttf │ │ │ │ ├── fa-solid-900.woff │ │ │ │ └── fa-solid-900.woff2 │ │ └── webpack-macros.html │ ├── book │ │ ├── Chapter1 │ │ │ ├── 1-sequential-decision-making-problems.html │ │ │ ├── 2-markov-decision-processes.html │ │ │ ├── 3-policy-return-value.html │ │ │ ├── 4-bellman-equation.html │ │ │ └── 5-stochastic-approximation.html │ │ ├── Chapter2 │ │ │ ├── 1-policy-gradient-theorem.html │ │ │ ├── 2-reinforce.html │ │ │ ├── 3-implementation-reinforce.html │ │ │ └── 3-rein.html │ │ ├── Reference.html │ │ └── intro.html │ ├── genindex.html │ ├── index.html │ ├── objects.inv │ ├── prf-prf.html │ ├── search.html │ └── searchindex.js └── jupyter_execute │ └── book │ └── Chapter2 │ ├── 3-implementation-reinforce.ipynb │ ├── 3-implementation-reinforce.py │ ├── 3-rein.ipynb │ └── 3-rein.py ├── _config.yml ├── _toc.yml ├── book ├── Chapter1 │ ├── 1-sequential-decision-making-problems.md │ ├── 2-markov-decision-processes.md │ ├── 3-policy-return-value.md │ ├── 4-bellman-equation.md │ └── 5-stochastic-approximation.md ├── Chapter2 │ ├── 1-policy-gradient-theorem.md │ ├── 2-reinforce.md │ └── 3-implementation-reinforce.ipynb ├── Reference.md ├── intro.md └── references.bib ├── requirements.txt └── static └── img └── HDBG.png 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