Talks & Presentations

A selection of my recent presentations, accepted papers, and talks at international conferences and specialized workshops.

Peer-Reviewed Conference Presentations

Trustworthy Topological Immunization: An Explainable Graph Reinforcement Learning Framework for Network Containment 2026

Accepted at the Latin American Conference on Informatics, CLEI'26.
Authors: Calvillo-Rodríguez, J.

Adaptive Topological Immunization: A Cost-Aware Deep Reinforcement Learning Framework for Epidemic Containment 2026

Accepted at the Mexican Conference on Artificial Intelligence, COMIA'26 (Forthcoming in Springer CCIS).
Authors: Calvillo-Rodríguez, J., Hernández-Castellanos, C. & Rodríguez-Vázquez, K.
Best Academic Paper Award, 1st Place

Bio-inspired Algorithm for Hyperparameter Optimization in Automated Reinforcement Learning Environments 2025

Accepted at the Mexican International Conference on Artificial Intelligence, MICAI'25.
Authors: Calvillo-Rodríguez, J.

Reinforcement Learning: Anticipatory Adaptation in Artificial Intelligence 2025

Accepted at the International Conference on Anticipatory Systems, ICAS'25.
Authors: Calvillo-Rodríguez, J.

Workshop Presentations

Bayesian Swarm Training: Stable Online Hyperparameter Scheduling for Deep Reinforcement Learning 2026

Accepted at the Automated Reinforcement Learning Workshop, The Reinforcement Learning Conference, RLC'26.
Authors: Calvillo-Rodríguez, J., Hernández-Castellanos, C. & Rodríguez-Vázquez, K.