tianrongchen Goto Github PK

armmodelpython

2 links planar arm with 6 muscles in python

bayesianrnn

Reproducing the results of the paper "Bayesian Recurrent Neural Networks" by Fortunato et al.

cem-tetris-reinforcement-learning

A method to train a tetris agent, which can delete around 5000-10000 lines of blocks

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

dgn

DGN Code

different-method-of-gradient-descent

Implement of gradient descent, Newton Method and SGD

dmsb

Official implementation of Deep Momentum Schrödinger Bridge

fedpapers-prediction

Who wrote the Federalist Papers?

gym

A toolkit for developing and comparing reinforcement learning algorithms.

heat_diffusion-cuda-mpi-std-thread

Simulate Heat-diffusion by using three method: cuda parallel computation, MPI and std::thread

ilqr-gym

Iterative LQR controller operating in OpenAI Gym environment.

learning_to_adapt

Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning

learnpython

以撸代码的形式学习Python

lofo-importance

Leave One Feature Out Importance

logg_presentation

matrix-calculus

Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导方法

motion-planning-rrt-potential-field

Schedule trajectory to a car to reach the goal in extremely hard random maze.

mrf_denoise

Using Markov random field to Denise

personal-website

This is TianrongChen's personal website.

pytorch-mdn

Mixture Density Networks for PyTorch

qmap

Q-map: a Convolutional Approach for Goal-Oriented Reinforcement Learning

quadcopter-control-through-lqr

A method to control a quadcopter

reinforcement-learning-tetris

Cross entropy method to train an agent to play tetris. The agent finally can delete around 5000-10000 blocks

sb-fbsde

Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022

scrimmage

Multi-Agent Robotics Simulator

set_transformer

Pytorch implementation of set transformer

sfp-fbsde

tcn-tf

TensorFlow Implementation of TCN (Temporal Convolutional Networks)

tianrongchen.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

velocity-model

Velocity Generative Model