Learning to Navigate
Reinforcement learning · Python
How can a simple agent turn trial and error into a better decision?02 — Youxuan Liwork
WorkIdeas into
Ideas into
systems.
A growing collection of projects, experiments, and technical questions I’m taking seriously.
Small Signals
Data visualization · Python
A study in making patterns visible without making them loud.Beyond the First Try
Experiment archive
Notes on what changed when the first approach didn’t work.ExperienceLearning by
Learning by
making.
The coursework, tools, and questions shaping what I build next.
01
Computer science & mathematics
Algorithms, systems, problem solving, and mathematical thinking.
02
Machine learning & reinforcement learning
How models learn patterns, make decisions, and improve through feedback.
03
Projects in progress
Turning ideas into experiments and iterating toward something useful.
AboutTechnical at heart.
Technical at heart.
Playful by nature.
I like turning questions into working things. My interests sit around machine learning, reinforcement learning, math, and the experiments that connect them. Outside of code, music keeps me attentive to pattern, texture, and surprise.
CVA quick look
A quick look
at my path.
My background, technical skills, selected projects, and experience.
Download PDF ↓ContactLet’s make
Let’s make
something useful.
Interested in my work, a collaboration, or just talking about an interesting problem?
[email protected] ↗