5 papers
The Illusion of Rationality: Tacit Bias and Strategic Dominance in Frontier LLM Negotiation Games
Manuel S. Ríos, Ruben F. Manrique, Nicanor Quijano +1
Large language models (LLMs) are increasingly being deployed as autonomous agents on behalf of institutions and individuals in economic, political, and social settings that involve…
Evaluating Cooperative Resilience in Multiagent Systems: A Comparison Between Humans and LLMs
Manuela Chacon-Chamorro, Juan Sebastián Pinzón, Rubén Manrique +2
This paper presents a comparative analysis of cooperative resilience in multi-agent systems, defined as the ability to anticipate, resist, recover from, and transform to disruptive…
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
Chandler Smith, Marwa Abdulhai, Manfred Diaz +83
Large Language Model (LLM) agents have demonstrated impressive capabilities for social interaction and are increasingly being deployed in situations where they might engage with bo…
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…
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…