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Update 2_6_1_Q-Learning_Exercises.ipynb

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Carlos A. Iglesias
2026-02-04 18:56:45 +01:00
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1 changed files with 3 additions and 3 deletions
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ml5/2_6_1_Q-Learning_Exercises.ipynb
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@@ -38,7 +38,7 @@
"## Taxi\n", "## Taxi\n",
"Analyze the [Taxi problem](https://gymnasium.farama.org/environments/toy_text/taxi/) and solve it applying Q-Learning. You can find a solution as the one previously presented [here](https://www.oreilly.com/learning/introduction-to-reinforcement-learning-and-openai-gym), and the notebook is [here](https://github.com/wagonhelm/Reinforcement-Learning-Introduction/blob/master/Reinforcement%20Learning%20Introduction.ipynb). Take into account that Gymnasium has changed, so you will have to adapt the code.\n", "Analyze the [Taxi problem](https://gymnasium.farama.org/environments/toy_text/taxi/) and solve it applying Q-Learning. You can find a solution as the one previously presented [here](https://www.oreilly.com/learning/introduction-to-reinforcement-learning-and-openai-gym), and the notebook is [here](https://github.com/wagonhelm/Reinforcement-Learning-Introduction/blob/master/Reinforcement%20Learning%20Introduction.ipynb). Take into account that Gymnasium has changed, so you will have to adapt the code.\n",
"\n", "\n",
"Analyze the impact of not changing the learning rate or changing it in a different way. " "Analyze the impact of not changing the learning rate or changing it differently. "
] ]
}, },
{ {
@@ -49,7 +49,7 @@
"Select one of the following exercises.\n", "Select one of the following exercises.\n",
"\n", "\n",
"## Blackjack\n", "## Blackjack\n",
"Analyze how to appy Q-Learning for solving Blackjack.\n", "Analyze how to apply Q-Learning for solving Blackjack.\n",
"You can find information in this [article](https://gymnasium.farama.org/tutorials/training_agents/blackjack_tutorial/).\n", "You can find information in this [article](https://gymnasium.farama.org/tutorials/training_agents/blackjack_tutorial/).\n",
"\n", "\n",
"## Doom\n", "## Doom\n",
@@ -82,7 +82,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"The notebook is freely licensed under under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n", "The notebook is freely licensed under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n",
"\n", "\n",
"© Carlos Á. Iglesias, Universidad Politécnica de Madrid." "© Carlos Á. Iglesias, Universidad Politécnica de Madrid."
] ]