Hua Huang's repositories
ngsim_human-intention-prediction-facing-merge-request
data driven approach to predict human driver reaction facing a merge request of surrounding drivers
Self-driving
paper reading on self-driving
crnn.pytorch
Convolutional recurrent network in pytorch
CS294_Deep_RL
HWs for CS294
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
DeepUncertaintyEstimation
AM 207 Final Project Fall 2020
deterministic-uncertainty-quantification
Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"
entropy_wave
entropy_wave+AMReX
huanghua1668.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
NGSIM-trajectory-animation
Simple visualization of NGSIM I-80 dataset
Papers
Notes for paper reading
PSENet.pytorch
A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
STA5635_Machine_Learning
projects for STA5635 Machine Learning