1
0
mirror of https://github.com/gsi-upm/sitc synced 2024-11-18 04:22:28 +00:00
sitc/ml5/2_6_0_Intro_RL.ipynb

106 lines
2.4 KiB
Plaintext
Raw Normal View History

2018-05-03 09:24:58 +00:00
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"![](images/EscUpmPolit_p.gif \"UPM\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Course Notes for Learning Intelligent Systems"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
2019-03-06 16:46:12 +00:00
"Department of Telematic Engineering Systems, Universidad Politécnica de Madrid, © Carlos A. Iglesias"
2018-05-03 09:24:58 +00:00
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Introduction to Machine Learning V\n",
" \n",
"In this lab session, we are going to get more insight about reinforcemente learning and, in particular, about Q-learning.\n",
"\n",
"# Objectives\n",
"\n",
"The main objectives of this session are:\n",
"* Understand better the algorithm Q-Learning\n",
"* Understand applications of reinforcement learning\n",
"* Experiment with reinforcement learning"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Table of Contents"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"1. [Q-Learning](2_6_1_Q-Learning_Basic.ipynb)\n",
"1. [Visualization](2_6_1_Q-Learning_Visualization.ipynb)\n",
"1. [Exercises](2_6_1_Q-Learning_Exercises.ipynb)"
2018-05-03 09:24:58 +00:00
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Licence\n",
"The notebook is freely licensed under under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n",
"\n",
2019-03-06 16:46:12 +00:00
"© Carlos A. Iglesias, Universidad Politécnica de Madrid."
2018-05-03 09:24:58 +00:00
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
2018-05-03 09:24:58 +00:00
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.10"
2018-05-03 09:24:58 +00:00
},
"latex_envs": {
"LaTeX_envs_menu_present": true,
"autocomplete": true,
"bibliofile": "biblio.bib",
"cite_by": "apalike",
"current_citInitial": 1,
"eqLabelWithNumbers": true,
"eqNumInitial": 1,
"hotkeys": {
"equation": "Ctrl-E",
"itemize": "Ctrl-I"
},
"labels_anchors": false,
"latex_user_defs": false,
"report_style_numbering": false,
"user_envs_cfg": false
}
},
"nbformat": 4,
"nbformat_minor": 1
}