Tag: Maths

• Where Edge-Detection Kernels Came From

  Published:Dec 25, 2025

  · 24 min read

  Derivation of classic edge-detection kernels including Sobel, Scharr, and Laplacian of Gaussian.

  • #Computer Vision
  • #Machine Learning
  • #Maths

• Deriving and Implementing CQL-SAC

  Published:Apr 20, 2024

  · 9 min read

  Brief derivation of the CQL-SAC algorithm and its implementation in Gymnasium.

  • #Reinforcement Learning
  • #Machine Learning
  • #Maths
  • #Algorithm

• Revisiting Temporal Difference Learning

  Published:Apr 16, 2024

  · 1 min read

  Replicating and extending experiments from Sutton's original TD learning paper on the random walk prediction problem.

  • #Reinforcement Learning
  • #Temporal Difference
  • #Coursework
  • #Maths