3 papers
cs.MA2024
Cooperative Resilience in Artificial Intelligence Multiagent Systems
Manuela Chacon-Chamorro, Luis Felipe Giraldo, Nicanor Quijano +8
Resilience refers to the ability of systems to withstand, adapt to, and recover from disruptive events. While studies on resilience have attracted significant attention across vari…
cs.AI2024
Can LLM-Augmented autonomous agents cooperate?, An evaluation of their cooperative capabilities through Melting Pot
Manuel Mosquera, Juan Sebastian Pinzon, Manuel Rios +4
As the field of AI continues to evolve, a significant dimension of this progression is the development of Large Language Models and their potential to enhance multi-agent artificia…
cs.LG2023
Understanding the World to Solve Social Dilemmas Using Multi-Agent Reinforcement Learning
Manuel Rios, Nicanor Quijano, Luis Felipe Giraldo
Social dilemmas are situations where groups of individuals can benefit from mutual cooperation but conflicting interests impede them from doing so. This type of situations resemble…