Partially observable stochastic games for cyber deception against network epidemic

O Tsemogne, Y Hayel, C Kamhoua… - Decision and Game …, 2020 - Springer
Abstract A Decentralized Denial of Service is an attack done by an agent capable to control
the spread of a malware. This is a combination of epidemiological and conflictual aspects …

Balancing spreads of influence in a social network

R Becker, F Corò, G D'Angelo, H Gilbert - Proceedings of the AAAI …, 2020 - aaai.org
The personalization of our news consumption on social media has a tendency to reinforce
our pre-existing beliefs instead of balancing our opinions. To tackle this issue, Garimella et …

Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels

OA Hanna, M Karakas, L Yang… - … Conference on Artificial …, 2024 - proceedings.mlr.press
Abstract Multi-Armed Bandit (MAB) systems are witnessing an upswing in applications within
multi-agent distributed environments, leading to the advancement of collaborative MAB …

On the Global Convergence of Natural Actor-Critic with Two-layer Neural Network Parametrization

M Gaur, AS Bedi, D Wang, V Aggarwal - arXiv preprint arXiv:2306.10486, 2023 - arxiv.org
Actor-critic algorithms have shown remarkable success in solving state-of-the-art decision-
making problems. However, despite their empirical effectiveness, their theoretical …

SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks

G Dey, AV Ganesan, YK Lal, M Shah, S Sinha… - arXiv preprint arXiv …, 2024 - arxiv.org
Social science NLP tasks, such as emotion or humor detection, are required to capture the
semantics along with the implicit pragmatics from text, often with limited amounts of training …

Controlling the spread of two secrets in diverse social networks (student abstract)

V Blažej, D Knop, Š Schierreich - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
Abstract Information diffusion in social networks is a well-studied concept in social choice
theory. We propose the study of the diffusion of two secrets in a heterogeneous environment …

Cognitive analysis in social networks for viral marketing

A Castiglione, G Cozzolino, F Moscato… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Viral marketing is the modern version of the old “word-of-mouth” advertising, where
companies choose a restricted number of persons, considered “influential,” recommending …

Impact of social influence on adoption behavior: An online controlled experimental evaluation

S Sarkar, A Aleali, P Shakarian, M Armenta… - Proceedings of the …, 2019 - dl.acm.org
It is widely believed that the adoption behavior of a decision-maker in a social network is
related to the number of signals it receives from its peers in the social network. It is unclear if …

[HTML][HTML] Deep Multi-Critic Network for accelerating Policy Learning in multi-agent environments

J Hook, V De Silva, A Kondoz - Neural Networks, 2020 - Elsevier
Humans live among other humans, not in isolation. Therefore, the ability to learn and
behave in multi-agent environments is essential for any autonomous system that intends to …

A hierarchical decision-making process in social networks for disaster management

S Lee, YJ Son - IISE Annual Conference and Expo 2018, 2018 - par.nsf.gov
The social media have been increasingly used for disaster management (DM) via providing
real time data on a broad scale. For example, some smartphone applications (eg Disaster …