Ruben Rodriguez Torrado

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 12

Top Topics

Distributed Agents

Differential Equations

Reinforcement Learning

Top Venues

Frontiers Big Data

Publications

Ruben Rodriguez Torrado, Pablo Ruiz, Luis Cueto-Felgueroso, Michael Cerny Green, Tyler Friesen, Sebastien Matringe, Julian Togelius
Physics-informed attention-based neural network for solving non-linear partial differential equations. CoRR (2021)
Ruben Rodriguez Torrado, Ahmed Khalifa, Michael Cerny Green, Niels Justesen, Sebastian Risi, Julian Togelius
Bootstrapping Conditional GANs for Video Game Level Generation. CoG (2020)
Jirí Navrátil, Alan King, Jesus Rios, Georgios Kollias, Ruben Rodriguez Torrado, Andrés Codas
Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling. CoRR (2019)
Jirí Navrátil, Alan King, Jesus Rios, Georgios Kollias, Ruben Rodriguez Torrado, Andrés Codas
Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling. Frontiers Big Data 2 (2019)
Ruben Rodriguez Torrado, Ahmed Khalifa, Michael Cerny Green, Niels Justesen, Sebastian Risi, Julian Togelius
Bootstrapping Conditional GANs for Video Game Level Generation. CoRR (2019)
Rodrigo Canaan, Haotian Shen, Ruben Rodriguez Torrado, Julian Togelius, Andy Nealen, Stefan Menzel
Evolving Agents for the Hanabi 2018 CIG Competition. CIG (2018)
Rodrigo Canaan, Haotian Shen, Ruben Rodriguez Torrado, Julian Togelius, Andy Nealen, Stefan Menzel
Evolving Agents for the Hanabi 2018 CIG Competition. CoRR (2018)
Ruben Rodriguez Torrado, Philip Bontrager, Julian Togelius, Jialin Liu, Diego Pérez-Liébana
Deep Reinforcement Learning for General Video Game AI. CoRR (2018)
Ruben Rodriguez Torrado, Philip Bontrager, Julian Togelius, Jialin Liu, Diego Pérez-Liébana
Deep Reinforcement Learning for General Video Game AI. CIG (2018)
Niels Justesen, Ruben Rodriguez Torrado, Philip Bontrager, Ahmed Khalifa, Julian Togelius, Sebastian Risi
Procedural Level Generation Improves Generality of Deep Reinforcement Learning. CoRR (2018)
Dharmashankar Subramanian, Debarun Bhattacharjya, Ruben Rodriguez Torrado, Jeffrey O. Kephart, Vijil Chenthamarakshan, Jesus Rios
A cognitive assistant for risk identification and modeling. IEEE BigData (2017)
Ruben Rodriguez Torrado, Jesus Rios, Gerald Tesauro
Optimal Sequential Drilling for Hydrocarbon Field Development Planning. AAAI (2017)