Rubén Rodríguez Torrado

Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation

Niels Justesen, Rubén Rodríguez Torrado, Philip Bontrager et al. · arXiv (Cornell University) · 2018 · 119 citations · Full text

Deep Reinforcement Learning for General Video Game AI

Rubén Rodríguez Torrado, Philip Bontrager, Julian Togelius et al. · 2018 · 30 citations · Full text

Artificial Intelligence, Game Ai, Openai Gym Environment +14

Bootstrapping Conditional GANs for Video Game Level Generation

Rubén Rodríguez Torrado, Ahmed Khalifa, Michael Cerny Green et al. · 2020 IEEE Conference on Games (CoG) · 2020 · 26 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Efficient Implementation of the UPML in the Generalized Finite-Difference Time-Domain Method

Laurent Bernard, Rubén Rodríguez Torrado, Lionel Pichon · IEEE Transactions on Magnetics · 2010 · 19 citations

Mathematical Programming, Numerical Analysis, Reduced Order Modeling +19

Procedural Level Generation Improves Generality of Deep Reinforcement Learning

Niels Justesen, Rubén Rodríguez Torrado, Philip Bontrager et al. · arXiv (Cornell University) · 2018 · 17 citations · Full text

Artificial Intelligence, Game Ai, Reward Hacking +13