Fuma
Implementing a Linear Regression & Multi-Armed Bandit
I'm currently following this course on Udemy: https://www.udemy.com/course/artificial-intelligence-reinforcement-learning-in-python/...
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FUMA'S REINFORCEMENT LEARNING HUT
for those who dare to fail
Welcome to Fuma's Reinforcement Learning Hut!
I'm passionate about optimization and strongly believe Neural Networks will change the world.
This is my hut, a familiar place of discovery and learning where I'll share my findings for those interested in Reinforcement Learning, both in theory and practice.
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Fuma
Commented code for solving CartPole-v1 with Policy Gradient and a simple Neural Network policy
A commented, Colab-compatible version of an implementation of a Neural Network Policy to solve OpenAI gym's CartPole-v1 using Policy...
Fuma
Policy Optimization Algorithm: the maths behind REINFORCE and its gradient calculation
Hello everyone! I've seen courses that begun by explaining Tabular RL first, getting into Value-based RL, but I think starting from...
Fuma
A Map of Reinforcement Learning Algorithms
Despite the usefulness of this wonderful subject, there is a scarcity on the web of accurate RL Algorithms maps. The best ones I've been...
Fuma
UC Berkeley CS 285 series & other resources I draw from
I'm currently following University of California's Computer Science 285 classes, which can be found at this address:...
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