RT Journal Article
T1 Collaborative AI in the Geometry Friends Game Competition
A1 Almagro, Alberto
A1 Llamas-Núñez, Juan Carlos
A1 Sánchez Ruiz-Granados, Antonio Alejandro
A1 Díaz Agudo, María Belén
AB Geometry Friends is a collaborative platform game featuring two agents, a circle and a rectangle, navigating through physics-driven levels to collect diamonds. Each level presents challenges in the form of obstacles and diamonds arranged in different configurations that forces the agents to cooperate. In this article, we describe the Universidad Complutense de Madrid (UCM) agents, that participated in the 2023 Geometry Friends AI Competition with excellent results, especially in the collaborative track. Our approach combines level analysis, motion simulation, abstract planning, scripted actions, reinforcement learning, and different types of agent interaction. The contributions are versatile and potentially applicable to other collaborative platform games.
PB IEEE
YR 2024
FD 2024-10-29
LK https://hdl.handle.net/20.500.14352/121893
UL https://hdl.handle.net/20.500.14352/121893
LA eng
NO Spanish Committee of Science and Innovation
NO Universidad Complutense de Madrid
DS Docta Complutense
RD 27 jun 2025