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

سیستم پیشنهاددهنده غذای سالم با استفاده از داده کاوی عادت های تغذیه ای کاربران

محمد عباسی - مریم حسینی پزوه - محمدرضا شمس

Wireless Virtual-Reality by considering Hybrid Beamforming in IEEE802.11ay standard

Nasim Alikhani - Abbas Mohammadi

Kalman Filter–Based Anomaly Detection for User Authentication Failures in Enterprise Logs

Somayeh Soltani - Hossein Nikdel

A parallel approach to the fractional time delay model for predicting the spread of COVID-19

Mahdi Movahedian Moghaddam - Kourosh Parand

روشی برای بهبود آزمون جهش پیشگویانه با در نظر گرفتن اثر داده های از دست رفته

طه رستمی - دکتر سعید جلیلی طه رستمی - سعید جلیلی -

یک روش انتخاب ویژگی‌ نیمه‌نظارتی جدید بر اساس منظم‌سازی هسین

دکتر راضیه شیخ پور راضیه شیخ پور -

An Attention-Enhanced Hybrid Deep Learning Framework for Detecting Denial-of-Wallet Attacks in Serverless Platforms

Mohammad Mehmandoost - HadiShahriar Shahhoseini

IoT-Based Model in Smart Urban Traffic Control: Graph theory and Genetic Algorithm

Saeed Doostali - Seyed Morteza Babamir - Mohammad Shiralizadeh Dezfoli - Behzad Soleimani Neysiani

Intelligent Transportation System (ITS) Using Internet of Things (IoT)

Engineer Reza Khalilian - Dr. Abdalhossein Rezai - Dr. Sayyed Mohammad Reza Talakesh

Predictive Maintenance using LSTM and Adaptive Windowing

Aien Ghanbari Adivi - Behrouz Shahgholi Ghahfarokhi

more

Samin Hamayesh - Version 43.8.0