Return-Parity-MDP - Towards Return Parity in Markov Decision Processes

Overview

Towards Return Parity in Markov Decision Processes

Code for the AISTATS 2022 paper "Towards Return Parity in Markov Decision Processes". [https://arxiv.org/abs/2111.10476]

If you find this repo useful for your research, please consider citing our paper

@inproceedings{chi2022towards,
  title={Towards Return Parity in Markov Decision Processes},
  author={Chi, Jianfeng and Shen, Jian and Dai, Xinyi and Zhang, Weinan and Tian, Yuan and Zhao, Han},
  booktitle={International Conference on Artificial Intelligence and Statistics},
  year={2022},
  organization={PMLR}
}

Installation

This repo was tested with Python 3.6 Pytorch 1.9 with CUDA 11.1. Please go the Pytorch official website to install the corresponding version. For other requirements, please check out the requirements.txt

pip install -r requirements.txt
Owner
Jianfeng Chi
PhD Candidate in Computer Science at University of Virginia
Jianfeng Chi
Workshop OOP - Workshop OOP - Discover object-oriented programming

About: This is an open-source bot, the code is open for anyone to see, fork and

Francis Clairicia-Rose-Claire-Joséphine 5 May 02, 2022
Send notifications created in Frappe or ERPNext as push notication via Firebase Cloud Message(FCM)

FCM Notification for ERPNext Send notifications created in Frappe or ERPNext as push notication via Firebase Cloud Message(FCM) Steps to use the app:

Tridz 9 Nov 14, 2022
Advanced Variable Manager {AVM} [0.8.0]

Advanced Variable Manager {AVM} [0.8.0] By Grosse pastèque#6705 WARNING : This modules need some typing modifications ! If you try to run it without t

Big watermelon 1 Dec 11, 2021
Todos os exercícios do Curso de Python, do canal Curso em Vídeo, resolvidos em Python, Javascript, Java, C++, C# e mais...

Exercícios - CeV Oferecido por Linguagens utilizadas atualmente O que vai encontrar aqui? 👀 Esse repositório é dedicado a armazenar todos os enunciad

Coding in Community 43 Nov 10, 2022
Module for remote in-memory Python package/module loading through HTTP/S

httpimport Python's missing feature! The feature has been suggested in Python Mailing List Remote, in-memory Python package/module importing through H

John Torakis 220 Dec 17, 2022
Pokehandy - Data web app sobre Pokémon TCG que desarrollo durante transmisiones de Twitch, 2022

⚡️ Pokéhandy – Pokémon Hand Simulator [WIP 🚧 ] This application aims to simulat

Rodolfo Ferro 5 Feb 23, 2022
🦠 A simple and fast (< 200ms) API for tracking the global coronavirus (COVID-19, SARS-CoV-2) outbreak.

🦠 A simple and fast ( 200ms) API for tracking the global coronavirus (COVID-19, SARS-CoV-2) outbreak. It's written in python using the 🔥 FastAPI framework. Supports multiple sources!

Marius 1.6k Jan 04, 2023
Customizable-menu-python - User customizable menu in Python

Menu personalizável pelo usuário em Python A minha ideia com esse projeto pessoa

Renan Barbosa 4 Oct 28, 2022
Myrepo - A tool to create your own Arch Linux repository

myrepo A (experimental) tool to create your own Arch Linux repository Example We

Anton Hvornum 5 Feb 19, 2022
AHP Calculator - A method for organizing and evaluating complicated decisions, using Maths and Psychology

AHP Calculator - A method for organizing and evaluating complicated decisions, using Maths and Psychology

16 Aug 08, 2022
tetrados is a tool to generate a density of states using the linear tetrahedron method from a band structure.

tetrados tetrados is a tool to generate a density of states using the linear tetrahedron method from a band structure. Currently, only VASP calculatio

Alex Ganose 1 Dec 21, 2021
For when you really need to rank things

Comparisonator For when you really need to rank things. Do you know that feeling when there's this urge deep within you that tells you to compare thin

Maciej Wilczyński 1 Nov 01, 2021
A python script to decrypt media files encrypted using the Android application 'Secret Calculator Photo Vault'. Supports brute force of PIN also.

A python script to decrypt media files encrypted using the Android application 'Secret Calculator Photo Vault'. Supports brute force of PIN also.

3 May 01, 2022
Odoo modules related to website/webshop

Website Apps related to Odoo it's website/webshop features: webshop_public_prices: allow configuring to hide or show product prices and add to cart bu

Yenthe Van Ginneken 9 Nov 04, 2022
A PDM plugin to publish to PyPI

PDM Publish A PDM plugin to publish to PyPI NOTE: Consider if you need this over using twine directly Installation If you installed pdm via pipx: pipx

Branch Vincent 20 Aug 06, 2022
TimeWizard - A script that generates every single Time Wizard EDOPRO lflist possible

EDOPRO F&L list generator This project is just a script that generates every sin

Diamond Dude 2 Sep 28, 2022
You will need to install a few python packages for this one.

Features Bait support Auto repair will repair every 10 catches Anti detection (still a work in progress) but using random times and click positions Pr

12 Sep 21, 2022
A silly RPG(Not MMO) made in python

Project_PyMMo A silly RPG(Not MMO) made in python, FOR WINDOWS 10 ONLY! Hello tester, to install pymmo follow the steps bellow: 1.First install python

0 Feb 08, 2022
WhyNotWin11 - Detection Script to help identify why your PC isn't Windows 11 Release Ready

WhyNotWin11 - Detection Script to help identify why your PC isn't Windows 11 Release Ready

Robert C. Maehl 5.9k Dec 31, 2022
Weakly-Divisable - Takes an interger and seee if it is weakly divisible by seven

Weakly Divisble Project by Diana Arce-Hernandez, Ryan McAlpine, and Rommel Ravan

Diana Arce-Hernandez 1 Jan 12, 2022