Learn how to implement a dynamic programming algorithm to find the optimal policy of an RL problem, namely the value iteration strategy.

Currently, I'm pursuing my Master's Degree at the University of Debrecen. In my field of research in Machine Learning, I'm interested in Generalization Theory, Hyperparameters Analysis, and the influence of synthetic data in training neural networks for Computer Vision applications. Moreover, I'm always trying to expand my knowledge in AI and Computer Science topics.

Filed under Machine Learning

Learn how to implement a dynamic programming algorithm to find the optimal policy of an RL problem, namely the value iteration strategy.

Filed under Machine Learning

Explore different strategies to update the weights during the training phase of any machine learning model.

Filed under Machine Learning

Learn how we can implement the 20 Questions Game using a nonparametric model called a decision tree.

Filed under Programming

Explore the differences between high-level and low-level languages.

Filed under Deep Learning, Machine Learning

Learn the main differences between using the whole dataset as a batch to update the model and using a mini-batch