charliexchen
Mathematician/Engineer/Artist. This account hosts projects in deep learning, game dev, robotics and generally messing around.
DeepMindLondon
Pinned Repositories
Ant-IRL
Building a physical robot of the ant from open AI gym, and then training it to walk with actor-critic.
charliexchen.github.io
Creating a Website to host projects, drawings, maybe blogs
Danmaku-AI
Evolving a bot to play an arcade game. Neuronet was implemented from scratch in Numpy, and game was implemented in pygame.
dm-haiku
JAX-based neural network library
GAN-Essay
Essay exploring GANs for Cambridge Part III. Now also includes implementation of various GANs (standard, Wesserstein, equilibrium etc.)
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
LazorTadpole
Every creature deserves a warm meal -- An attempt at making a quick game with the folks at the flat.
One-Dimensional-Subspace-Bayesian-Estimation
Reproducing results in https://icml.cc/media/Slides/icml/2019/seasideball(13-16-00)-13-17-10-5076-adaptive_and_sa.pdf?fbclid=IwAR21YXcnVmIbMMmZH94pf6BGO_Qxj3F__5FYkE0agLVPYilUBnvRSPB08y8
OpenAI-Gym
Implementations of various reinforcement learning (Q learning, DQ, Policy gradient etc.) techniques to solve Open AI gym problems.
UnitySimpleTank
Tank game implemented in Unity 3D. Includes build files and art assets created in Blender.
charliexchen's Repositories
charliexchen/Ant-IRL
Building a physical robot of the ant from open AI gym, and then training it to walk with actor-critic.
charliexchen/Danmaku-AI
Evolving a bot to play an arcade game. Neuronet was implemented from scratch in Numpy, and game was implemented in pygame.
charliexchen/charliexchen.github.io
Creating a Website to host projects, drawings, maybe blogs
charliexchen/dm-haiku
JAX-based neural network library
charliexchen/GAN-Essay
Essay exploring GANs for Cambridge Part III. Now also includes implementation of various GANs (standard, Wesserstein, equilibrium etc.)
charliexchen/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
charliexchen/LazorTadpole
Every creature deserves a warm meal -- An attempt at making a quick game with the folks at the flat.
charliexchen/One-Dimensional-Subspace-Bayesian-Estimation
Reproducing results in https://icml.cc/media/Slides/icml/2019/seasideball(13-16-00)-13-17-10-5076-adaptive_and_sa.pdf?fbclid=IwAR21YXcnVmIbMMmZH94pf6BGO_Qxj3F__5FYkE0agLVPYilUBnvRSPB08y8
charliexchen/OpenAI-Gym
Implementations of various reinforcement learning (Q learning, DQ, Policy gradient etc.) techniques to solve Open AI gym problems.
charliexchen/UnitySimpleTank
Tank game implemented in Unity 3D. Includes build files and art assets created in Blender.
charliexchen/MusicBox
charliexchen/news-feed-eradicator
A browser extension that deletes your news feed and replaces it with a nice quote
charliexchen/StatsLearning
Completed Practicals for Stats Learning -- This was a lecture course taught by Dr. Tengyao Wang (http://www.homepages.ucl.ac.uk/~ucaktwa/) during my MMaths Degree in Cambridge.
charliexchen/StepperControllers
Bits of code for controlling a few stepper motor related projects.