Optimal Sequential Drilling for Hydrocarbon Field Development Planning. - Ruben Rodriguez Torrado; Jesus Rios; Gerald Tesauro (AAAI, 2017)

A cognitive assistant for risk identification and modeling. - Dharmashankar Subramanian; Debarun Bhattacharjya; Ruben Rodriguez Torrado; Jeffrey O. Kephart; Vijil Chenthamarakshan; Jesus Rios (IEEE BigData, 2017)

Evolving Agents for the Hanabi 2018 CIG Competition. - Rodrigo Canaan; Haotian Shen; Ruben Rodriguez Torrado; Julian Togelius; Andy Nealen; Stefan Menzel (CIG, 2018)

Deep Reinforcement Learning for General Video Game AI. - Ruben Rodriguez Torrado; Philip Bontrager; Julian Togelius; Jialin Liu 001; Diego Pérez-Liébana (CIG, 2018)

Procedural Level Generation Improves Generality of Deep Reinforcement Learning. - Niels Justesen; Ruben Rodriguez Torrado; Philip Bontrager; Ahmed Khalifa 001; Julian Togelius; Sebastian Risi (CoRR, 2018)

Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling. - Jirí Navrátil 001; Alan King; Jesus Rios; Georgios Kollias; Ruben Rodriguez Torrado; Andrés Codas (CoRR, 2019)

Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling. - Jirí Navrátil 001; Alan King; Jesus Rios; Georgios Kollias; Ruben Rodriguez Torrado; Andrés Codas (Frontiers Big Data, 2019)

Bootstrapping Conditional GANs for Video Game Level Generation. - Ruben Rodriguez Torrado; Ahmed Khalifa 001; Michael Cerny Green; Niels Justesen; Sebastian Risi; Julian Togelius (CoG, 2020)

Physics-informed attention-based neural network for solving non-linear partial differential equations. - Ruben Rodriguez Torrado; Pablo Ruiz 006; Luis Cueto-Felgueroso; Michael Cerny Green; Tyler Friesen; Sebastien Matringe; Julian Togelius (CoRR, 2021)