Deep Reinforcement Learning (Part 2)

Berkeley CS 285 Review My solution to the homework Deep Reinforcement Learning (Part 1) Deep Reinforcement Learning (Part 3) ...

February 6, 2020 · Updated: Feb 12, 2020 · 21 min

Deep Reinforcement Learning (Part 1)

Berkeley CS 285 Review My solution to the homework Deep Reinforcement Learning (Part 2) Deep Reinforcement Learning (Part 3) ...

February 5, 2020 · Updated: Sep 9, 2021 · 21 min

Nonlinear System

ME 583 Review. Based on Nonlinear Systems (Hassan K. Khalil) book. ...

October 12, 2019 · Updated: Dec 8, 2019 · 36 min

Matrix Derivatives

Notes on doing derivatives w.r.t. matrix/vector ...

August 1, 2019 · 5 min

Machine Learning

Machine Learning notes. Coursera Andrew Ng Machine Learning. My solution Stanford CS231n Convolutional Neural Networks for Visual Recognition. My solution ...

July 26, 2019 · Updated: Sep 14, 2019 · 19 min

Convex Optimization

AA/EE/ME 578 Review ...

July 5, 2019 · 18 min

Machine Learning for Big Data

CSE 547 Review ...

June 16, 2019 · 19 min

Algorithm I

Review of Princeton Algorithms I course on Coursera. Algorithms II Review My solution to the homework ...

February 10, 2019 · Updated: Jul 10, 2020 · 43 min

Linear Algebra Review

From ME 510 & AMATH 584 ...

January 18, 2019 · 7 min

Linear System

ME 547 Review ...

December 20, 2018 · 6 min