junbozhao Goto Github PK

revise-national-charging-infrastructure-model

ritchieng.github.io

My personal repository of notes served through Github pages at http://www.ritchieng.com/

robustgasp-in-matlab

This package is a RobustGaSP Package available in Matlab. The R version of the RobustGaSP Package is available at CRAN: https://cran.r-project.org/web/packages/RobustGaSP/index.html

robustgp

Robust Gaussian Process with Iterative Trimming

rom-operator-inference-python3

Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

sac

Soft Actor-Critic

safe-reinforcement-learning

The aim of this repo is to bring ideas and relevant literature relating to Safe-RL in the context of autonomous vehicles.

sghmc_dgp

shapley-q-learning

This repo is the implementation of paper '' SHAQ: Incorporating Shapley Value Theory into Q-Learning for Multi-Agent Reinforcement Learning ''.

smt

Surrogate Modeling Toolbox

sobol_index_robustness

Matlab codes to analyze the robustness of Sobol' indices to distributional uncertainty.

soda

sota-rl-algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

sqddpg

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

streaming_sparse_gp

Streaming sparse Gaussian process approximations

tdcosim

T&D co-simulation package

tgdlf

Theory-guided deep-learning load forecasting is a short-term load forecasting model that combines domain knowledge and machine learning algorithms.

the-limitations-of-deep-learning-in-adversarial-settings

uk-mvlv-models

Hybrid European MV-LV Models for Smart Distribution Network Modelling

uqgrid

Uncertainty quantification for the electrical grid

uqpinns

variational-continual-learning

Implementation of the variational continual learning method

wildfireriskmodel

xfer

Transfer Learning library for Deep Neural Networks.