Publications

Photocatalytic reduction of Cr(VI) in wastewater using TiO₂ coatings synthesized by plasma electrolytic oxidation (PEO): Influence of duty cycle and EDTA addition

Abstract. The contamination of water bodies with hexavalent chromium (Cr(VI)) poses a serious environmental threat due to its toxicity and persistence. This study investigates the …

N.V. Naranjo-Castaño

Learning Reward Functions for Cooperative Resilience in Multi-Agent Systems

Abstract. Multi-agent systems often operate in dynamic and uncertain environments, where agents must not only pursue individual goals but also safeguard collective functionality. …

Manuela Chacon-Chamorro

Evaluating Cooperative Resilience in Multiagent Systems: A Comparison Between Humans and LLMs

Abstract. 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 …

Manuela Chacon-Chamorro

Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia

Abstract. Large Language Model (LLM) agents have demonstrated impressive capabilities for social interaction and are increasingly being deployed in situations where they might …

Chandler Smith

Reducing overfitting in ResNet with Adaptive Lipschitz regularization

Abstract. This paper introduces Adaptive Lipschitz Bound Regularization with Random Constraints (LBA Regularization), a method designed to mitigate overfitting in residual neural …

Manuela Chacon-Chamorro

Cooperative Resilience in Artificial Intelligence Multi-Agent Systems

Abstract. Resilience refers to the ability of systems to with-stand, adapt to, and recover from disruptive events. While studies on resilience have attracted significant attention …

Manuela Chacon-Chamorro