From 51c059263644cabf1d6d14824fce9c0f86a84d2a Mon Sep 17 00:00:00 2001
From: apo77yon <126520850+apo77yon@users.noreply.github.com>
Date: Thu, 30 Mar 2023 13:08:19 -0700
Subject: [PATCH] Create README.md

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+## reinforcement learning
+
+<br>
+
+##### 🤖 *reinforcement learning is learning what to do (how to map situations to actions) so as to maximize a numerical reward signal.*
+
+##### 🤖 *an autonomous agent is a software program or system that can operate independently and make decisions on its own, without direct intervention from a human.* 
+
+<br>
+
+
+---
+
+### tools
+
+* [gymnasium api](https://gymnasium.farama.org/)
+
+<br>
+
+---
+
+### resources
+
+<br>
+
+* [reinforcement learning with unsupervised auxiliary tasks, by jaderberg et al](https://arxiv.org/abs/1611.05397)
+* [advances in financial machine learning, by m. prado](https://github.com/midsumm3rDAO/library/blob/main/books/Advances+in+Financial+Machine+Learning.pdf)
+* [reinforcement learning, by r. suton](https://github.com/midsumm3rDAO/library/blob/main/books/SuttonBartoIPRLBook2ndEd.pdf)