Chua Cheow Huan's repositories
gym-continuousDoubleAuction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
reinforcement_learning
My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.
PBT_MARL_watered_down
My attempt to reproduce a water down version of PBT (Population based training) for MARL (Multi-agent reinforcement learning) using DDPPO (Decentralized & distributed proximal policy optimization) from ray[rllib].
web_app_DPDTH
Sample CI/CD devops setup of Django & Postgres web app with Docker, Travis & Heroku.
bayesian_ML
Bayesian based machine learning implementations (GMM, VAE & conditional VAE).
sagemaker_Ray_RLlib_custom_env
Sample setup for custom reinforcement learning environment in Sagemaker. This example uses Proximal Policy Optimization with Ray (RLlib).
ChuaCheowHuan.github.io
My github pages
django_tutorial
Source code for the official Django tutorial (writing your first Django app).
facial_landmark_pred_example
A simple example of painting color over the lips region based on facial landmark prediction with the Helen dataset, using transfer learning & fine tuning with a 3rd party pretrained model.
sagemaker-rl-container
A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.
web_app_DPTH
Sample CI/CD devops setup of Django & Postgres web app with Travis & Heroku