International Conference on Information and Knowledge Technology

فارسی

Home / سیزدهمین کنفرانس بین المللی فناوری اطلاعات و دانش

LuckyAgent2022: A Stop-Learning Multi-Armed Bandit Automated Negotiating Agent

Authors :

Arash Ebrahimnezhad¹ Faria Nassiri-Mofakham²

1- دانشگاه صنعتی نوشیروانی بابل 2- دانشگاه اصفهان

Keywords :

Bilateral negotiation،automated negotiation agent

Abstract :

The 13th automated negotiation competition was held in 2 leagues (ANL2022 and SCML2022) in conjunction with the 31st IJCAI conference. The subject of ANL for 2022 is bilateral negotiation under the SOAP protocol. Additionally, agents were allowed to learn from their previous negotiations. The agents could have 3 main components: A Bidding strategy which decides which bid and when must be sent to the opponent, an Opponent model which tries to model the opponent's preferences, and an Acceptance strategy which decides whether to accept the opponent's offer or not. These three important components are known as the BOA framework. This paper explains LuckyAgent2022's BOA components and the learning methods over negotiation sessions.

List of archived papers

A Mathematical Optimization Approach for Preference Learning in Movie Recommender Systems with Shared Accounts

Milad Khademali - Fazlollah Aghamohammadi - Marjan Kaedi - Alireza Nasiri

IT-based and Non-IT-based methods to separate and collect waste

Hoda Harati - Farzad Haghighi-Rad - Reza Yousefi Zenouz

Identifying Children's Personality Styles through Drawing Analysis using Machine Learning

Maedeh Mosharraf - Faezeh Banabazi

بکارگیری روش HMS در آموزش شبکه عصبی مصنوعی

مژده اختری - حسین ابراهیم‌پور‌کومله

پیش بینی ارتباط میزان مرگ و میر با هم زمانی وجود دو بیماری در مبتلایان به کرونا به کمک بگارگیری شبکه عصبی Word2Vec

سمن مثقالی - دکتر جواد عسکری سمن مثقالی - جواد عسکری -

Application of Artificial Intelligence and Remote Sensing for Oil Spill Detection

َAmir Reza Ziaee - Masomeh Azimzadeh - Parvin Ahmadi

Distributed coordination protocol for event data exchange in IoT monitoring applications

Behnam Khazael - Hadi Tabatabaee Malazi

طراحی پلتفرم یکپارچه مدیریت مزرعه هوشمند مبتنی بر اینترنت اشیاء و یادگیری عمیق

محمد خدادادی نژاد - صبا جودکی

Robustness Gap in NLP Models for Vulnerability Descriptions: Benchmarking and Data Augmentation

AmirHossein Majd - Mahdi Yousefikia - Saghar Ghasemzadeh - Amirreza Asari - Arya Khoshnavataher - Seyedeh Leili Mirtaheri

Establishing security using cryptography and biometric authentication to counter cyber-attacks

Mohammed ADIL AKABR - Mehdi Hamidkhani - Mostafa Sadeghi

more

Samin Hamayesh - Version 42.5.2