Variational Inference 101
Published:
Say you want to estimate a distribution of a latent vector $Z$ based on observations $X$. You can do that with variational inference!
Blog posts
2024
Multi-armed Bandits
Published:
Conspectus of Sutton & Barto “Reinforcement Learning: An Introduction”
Introduction to Reinforcment Learning
Published:
Conspectus of Sutton & Barto “Reinforcement Learning: An Introduction”
2023
Introduction to Reinforcment Learning: Markov Process
Published:
One of the core concepts of basic reinforcement learning are a Markov Process and a Markov Reward Process.