Thoughts on mathematics, cryptography, decentralized systems, machine learning, and whatever I'm exploring at the moment.
My master thesis exploring advanced reinforcement learning techniques and their applications. Featuring implementations of Soft Actor-Critic (SAC) algorithm and comprehensive analysis of modern RL methods in continuous control tasks.
Implementation of a Kolmogorov-Arnold neural network using Taylor polynomial expansion in PyTorch. Exploring novel approaches to function approximation and deep learning architectures.
Introducing a bayesian approach to determine the label of a data example based on the labels provided by multiple noisy annotators. In progress