Philip Bontrager

According to our database, Philip Bontrager authored at least 15 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Game Mechanic Alignment Theory and Discovery.

Michael Cerny Green, Ahmed Khalifa, Philip Bontrager, Rodrigo Canaan, Julian Togelius

CoRR, 2021

Game Mechanic Alignment Theory.

Michael Cerny Green, Ahmed Khalifa, Rodrigo Canaan, Philip Bontrager, Julian Togelius

Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021

Learning Controllable Content Generators.

Sam Earle, Maria Edwards, Ahmed Khalifa, Philip Bontrager, Julian Togelius

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Learning to Generate Levels From Nothing.

Philip Bontrager, Julian Togelius

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020

Deep Learning for Video Game Playing.

Niels Justesen, Philip Bontrager, Julian Togelius, Sebastian Risi

IEEE Trans. Games, 2020

Fully Differentiable Procedural Content Generation through Generative Playing Networks.

Philip Bontrager, Julian Togelius

CoRR, 2020

Rotation, Translation, and Cropping for Zero-Shot Generalization.

Chang Ye, Ahmed Khalifa, Philip Bontrager, Julian Togelius

Proceedings of the IEEE Conference on Games, 2020

PCGRL: Procedural Content Generation via Reinforcement Learning.

Ahmed Khalifa, Philip Bontrager, Sam Earle, Julian Togelius

Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

2019

"Superstition" in the Network: Deep Reinforcement Learning Plays Deceptive Games.

Philip Bontrager, Ahmed Khalifa, Damien Anderson, Matthew Stephenson, Christoph Salge, Julian Togelius

Proceedings of the Fifteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019

2018

Procedural Level Generation Improves Generality of Deep Reinforcement Learning.

Niels Justesen, Ruben Rodriguez Torrado, Philip Bontrager, Ahmed Khalifa, Julian Togelius, Sebastian Risi

CoRR, 2018

Deep Interactive Evolution.

Philip Bontrager, Wending Lin, Julian Togelius, Sebastian Risi

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2018

Deep Reinforcement Learning for General Video Game AI.

Ruben Rodriguez Torrado, Philip Bontrager, Julian Togelius, Jialin Liu, Diego Pérez-Liébana

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution^*.

Philip Bontrager, Aditi Roy, Julian Togelius, Nasir D. Memon, Arun Ross

Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017

DeepMasterPrint: Generating Fingerprints for Presentation Attacks.

Philip Bontrager, Julian Togelius, Nasir D. Memon

CoRR, 2017

2016

Matching Games and Algorithms for General Video Game Playing.

Philip Bontrager, Ahmed Khalifa, Andre Mendes, Julian Togelius

Proceedings of the Twelfth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2016