Blog

Offline RL

Lecture
CS224R
Summary of lecture CS224R (2025) Lecture 7. Offline RL
Feb 25, 2026
Chanseok Kang

Non Parametric Few-Shot Learning

Lecture
CS330
Summary of lecture CS330 (2022) Lecture 6. Non Parametric Few-Shot Learning
Feb 23, 2026
Chanseok Kang

Q-Learning

Lecture
CS224R
Summary of lecture CS224R (2025) Lecture 6. Q-Learning
Feb 13, 2026
Chanseok Kang

Optimization-Based Meta-Learning

Lecture
CS330
Summary of lecture CS330 (2022) Lecture 5. Optimization-Based Meta-Learning
Feb 10, 2026
Chanseok Kang

Off-Policy Actor-Critic Methods

Lecture
CS224R
Summary of lecture CS224R (2025) Lecture 5. Off-Policy Actor-Critic Methods
Feb 4, 2026
Chanseok Kang

Black-Box Meta-Learning & In-Context Learning

Lecture
CS330
Summary of lecture CS330 (2022) Lecture 4. Black-Box Meta-Learning & In-Context Learning
Feb 2, 2026
Chanseok Kang

Actor-Critic Methods

Lecture
CS224R
Summary of lecture CS224R (2025) Lecture 4. Actor-Critic Methods
Jan 30, 2026
Chanseok Kang

Transfer Learning & Fine-tuning

Lecture
CS330
Summary of lecture CS330 (2022) Lecture 3. Transfer learning & Fine-tuning
Jan 26, 2026
Chanseok Kang

Multi-task learning

Lecture
CS330
Summary of lecture CS330 (2022) Lecture 2. Multi-task learning
Jan 20, 2026
Chanseok Kang

retrospective of 2025

Life
Reflections on 2025 - Achievements, Regrets, and Resolutions
Dec 29, 2025
Chanseok Kang

Experiences I had while doing Vibe Coding

GenAI
Life
My experience using ChatGPT and Gemini Code Assist (Agent Mode)
Jul 31, 2025
Chanseok Kang

Taylor Expansion

python
numpy
math
Applying Taylor Expansion in various functions.
Jul 28, 2025
Chanseok Kang
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