Arregoces Mercado, F.A. et al. 2025. Adaptive AI Systems in Air Hockey: Reinforcement Learning Implementation with Self-Play for Optimization. OnBoard Knowledge Journal. 1, 02 (Nov. 2025), 1–16. DOI:https://doi.org/10.70554/OBJK2025.v01n02.04.