huanghua1668

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

Hierarchical_Reinforcement_Learning_in_Playing_Game_Pong

lc_csnn

amrex

CAP5619-Deep-and-Reinforcement-learning

cnstd

基于 MXNet 的场景文字检测（Scene Text Detection）Python 包

crnn.pytorch

Convolutional recurrent network in pytorch

CS294_Deep_RL

HWs for CS294

csnn

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"

dissertation_HuaHuang

entropy_wave

entropy_wave+AMReX

huanghua1668.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

LC_NGSIM

lane change trajectories extracted from NGSIM

NGSIM-trajectory-animation

Simple visualization of NGSIM I-80 dataset

Papers

Notes for paper reading

password_server_project

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

tensorflow_tutorial