Yicheng Luo's Projects
TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images
E2C implementation in PyTorch
An End-To-End, Lightweight and Flexible Platform for Game Research
An Emacs configuration bundle with batteries included
An ESPN Basketball Play-By-Play scraper. Uses BeautifulSoup 4 and lxml.
My personal site
ExORL: Exploratory Data for Offline Reinforcement Learning
Tools to load, process and visualize motion capture data
A microframework based on Werkzeug, Jinja2 and good intentions
哔哩哔哩 bilibili b站 后台源码
Gaussian process regression demo in Javascript
Interactive Gaussian Process Visualization in Javascript
A toolkit for developing and comparing reinforcement learning algorithms.
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
Imitation Learning Homework 1
Legacy Assignment involving a bug fix
A CGI script for deployment on DoC home directories to arbitrarily process an iCal feed
iTerm integration with Emacs
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Jax (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
Beautifier for javascript
JavaScript Fireworks, Chrome Experiment
从零开始的 JSON 库教程
Gymnasium for offline reinforcement learning
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.