Open problems in cooperative AI

A Dafoe, E Hughes, Y Bachrach, T Collins… - arxiv preprint arxiv …, 2020 - arxiv.org
Problems of cooperation--in which agents seek ways to jointly improve their welfare--are
ubiquitous and important. They can be found at scales ranging from our daily routines--such …

Trust and reputation models for multiagent systems

J Granatyr, V Botelho, OR Lessing… - ACM Computing …, 2015 - dl.acm.org
Finding reliable partners to interact with in open environments is a challenging task for
software agents, and trust and reputation mechanisms are used to handle this issue. From …

A survey of multi-agent trust management systems

H Yu, Z Shen, C Leung, C Miao, VR Lesser - IEEE Access, 2013 - ieeexplore.ieee.org
In open and dynamic multiagent systems (MASs), agents often need to rely on resources or
services provided by other agents to accomplish their goals. During this process, agents are …

[PDF][PDF] Challenges for robust trust and reputation systems

A Jøsang, J Golbeck - Proceedings of the 5th International Workshop on …, 2009 - Citeseer
The purpose of trust and reputation systems is to strengthen the quality of markets and
communities by providing an incentive for good behaviour and quality services, and by …

[PDF][PDF] Formal Trust Model for Multiagent Systems.

Y Wang, MP Singh - IJCAI, 2007 - academia.edu
Trust should be substantially based on evidence. Further, a key challenge for multiagent
systems is how to determine trust based on reports from multiple sources, who might …

A reputation-based trust evaluation model in group decision-making framework

X You, F Hou, F Chiclana - Information Fusion, 2024 - Elsevier
In group decision-making (GDM) problems, experts need to communicate and adjust their
opinions in order to achieve consensus on the final decision-making output. Since experts …

A review of theoretical and practical challenges of trusted autonomy in big data

HA Abbass, G Leu, K Merrick - IEEE Access, 2016 - ieeexplore.ieee.org
Despite the advances made in artificial intelligence, software agents, and robotics, there is
little we see today that we can truly call a fully autonomous system. We conjecture that the …

An efficient and versatile approach to trust and reputation using hierarchical bayesian modelling

WTL Teacy, M Luck, A Rogers, NR Jennings - Artificial Intelligence, 2012 - Elsevier
In many dynamic open systems, autonomous agents must interact with one another to
achieve their goals. Such agents may be self-interested and, when trusted to perform an …

Exploring different types of trust propagation

A Jøsang, S Marsh, S Pope - International Conference on Trust …, 2006 - Springer
Trust propagation is the principle by which new trust relationships can be derived from pre-
existing trust relationship. Trust transitivity is the most explicit form of trust propagation …

The first automated negotiating agents competition (ANAC 2010)

T Baarslag, K Hindriks, C Jonker, S Kraus… - New Trends in agent …, 2012 - Springer
Motivated by the challenges of bilateral negotiations between people and automated agents
we organized the first automated negotiating agents competition (ANAC 2010). The purpose …