Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Shuyue Hu"'
Publikováno v:
iScience, Vol 26, Iss 11, Pp 108179- (2023)
Summary: Cooperative AI has shown its effectiveness in solving the conundrum of cooperation. Understanding how cooperation emerges in human-agent hybrid populations is a topic of significant interest, particularly in the realm of evolutionary game th
Externí odkaz:
https://doaj.org/article/655a9bd55fe44f30a1291dd958a13c25
Publikováno v:
SCIENTIA SINICA Informationis.
Publikováno v:
Autonomous Agents and Multi-Agent Systems. 37
Publikováno v:
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence.
Modeling the dynamics of multi-agent learning has long been an important research topic. The focus of previous research has been either on 2-agent settings or well-mixed infinitely large agent populations. In this paper, we consider the scenario wher
Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach
Publikováno v:
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence.
Understanding the learning dynamics in multiagent systems is an important and challenging task. Past research on multi-agent learning mostly focuses on two-agent settings. In this paper, we consider the scenario in which a population of infinitely ma
Publikováno v:
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence.
The theoretical underpinnings of multiagent reinforcement learning has recently attracted much attention. In this work, we focus on the generalized social learning (GSL) protocol --- an agent interaction protocol that is widely adopted in the literat
Publikováno v:
ACM Transactions on Autonomous and Adaptive Systems. 16:1-20
The concept of conventions has attracted much attention in the multi-agent system research. In this article, we study the emergence of conventions from repeated n -player coordination games. Distributed agents learn their policies independently and a
Publikováno v:
ACM Transactions on Autonomous and Adaptive Systems. 15:1-28
In teacher-student framework, a more experienced agent (teacher) helps accelerate the learning of another agent (student) by suggesting actions to take in certain states. In cooperative multiagent reinforcement learning (MARL), where agents need to c
Publikováno v:
2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).
Publikováno v:
Tourism and Hospitality, Vol 5, Iss 1, Pp 167-186 (2024)
This study aims to understand solo female travellers’ hotel experiences in Canada by analyzing online reviews from TripAdvisor. We employed keywords such as “solo female” and “single female” to identify online reviews, followed by a manual
Externí odkaz:
https://doaj.org/article/c2464d6657f4492e9ede304ed5943726