An algorithm for adversary aware decentralized networked marl

S Sarkar - arxiv preprint arxiv:2305.05573, 2023 - arxiv.org
Decentralized multi-agent reinforcement learning (MARL) algorithms have become popular
in the literature since it allows heterogeneous agents to have their own reward functions as …

Use of a controlled experiment and computational models to measure the impact of sequential peer exposures on decision making

S Sarkar, P Shakarian, D Sanchez, M Armenta… - Plos one, 2020 - journals.plos.org
It is widely believed that one's peers influence product adoption behaviors. This relationship
has been linked to the number of signals a decision-maker receives in a social network. But …

Measuring the Impact of Social Network Interactions

S Sarkar - 2020 - search.proquest.com
Social links form the backbone of human interactions, both in an offline and online world.
Such interactions harbor network diffusion or in simpler words, information spreading in a …