## reinforcement learning

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##### 🤖 *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.* 

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### tools

* [gymnasium api](https://gymnasium.farama.org/)

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### resources

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* [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)