Posts by Year


Medi RL Literature Review

    less than 1 minute read    

Literature review of Medi RL and discription of MIMIC-III database.

RL Algorithms – PPO, DDPG and TRPO

    less than 1 minute read    

This week I learned the details of some RL algorithms (PPO, DDPG, TRPO) and implemented them. Please see my CoLab Python Notebook for more information.

Medi.RL: Final Project Proposal

    less than 1 minute read    

During week Mar 18th to Mar 22nd, I surveyed current literature in the applications of RL in business, health care, and other real life applications ( RLinRL...

Train and Test Policies in OpenAI Gym Environments

    less than 1 minute read    

This week I played around with OpenAI Gym. Specifically, I explored most environments in Gym, tested a random policy, deterministic heuristic policy and t...

RL: Tabular Solution Methods

    less than 1 minute read    

Week Feb 23rd to Mar 1st, I started learning Reinforcement Learning (RL). I finished Chapter 1 to 8 of Sutton’s RL book. Since I am more efficient working...

Implement CovNet using PyTorch

    7 minute read    

This post shows how to build a ConvNet using PyTorch. A ConvNet is made up of Layers. Every Layer has a simple API: It transforms an input 3D volume to an...

Convolutional Neural Networks

    3 minute read    

The post summarizes design principles of convolutional archietectures and landmark object recognition results. The layout follows my own learning steps: i...

Elynn launches Github website

    less than 1 minute read    

I finally got around to putting up my website at Github. It happens that today is also my birthday. So my Github website shares the same birthday with myself...

Back to top ↑