longchaoda Goto Github PK

accumulation

Technology Accumulation

backup_web

bigdata_scala_spark

2022FallBigData

cobs

OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.

environment-modeling

Environment Modeling for Cyber-Physical Systems-of-Systems

flexiblerlbaseline

FlexibleRLBaseline includes the pytorch implementation of classic individual RL baselines, easy to apply to new tasks and convenient to customize and modify

global-map

GlobalMap by Datashader, to support customized layers with different datasets.

libsignaldoc

LibSignalDoc

longchaoda.github.io

This is Longchao's homepage!

mygan_learn

mygan_learn

offline-policy-evaluation

Implementations and examples of common offline policy evaluation methods in Python.

pettingzoo

Gym for multi-agent reinforcement learning

popr-eabc

POPR-EABC: Probabilistic Offline Policy Ranking with Approximate Bayesian Computation

ppo_d

This is the official repository for the paper "Guided Exploration with Proximal Policy Optimization using a Single Demonstration", https://arxiv.org/abs/2007.03328

predicting-poverty-replication

A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty

predicting-poverty-stanford

Combining satellite imagery and machine learning to predict poverty

project-management-github-activity

redo

python

Demo and other Python3 code

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-beginner

pytorch tutorial for beginners

shaded_planning

Shaded area planning

shadedplanning.github.io

The website for ShadedPlanning demo deployment

trajgail

This repository contains implementation details and codes for the TrajGAIL

updatesite

webclasssimulation

webClassTeam for Longchao, Tanner, Hao

zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation