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Philip Bontrager
Philip Bontrager
Ph.D. ML Engineer at Meta
E-mail confirmado em nyu.edu
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The llama 3 herd of models
A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ...
arXiv preprint arXiv:2407.21783, 2024
10912024
Deep learning for video game playing
N Justesen, P Bontrager, J Togelius, S Risi
IEEE Transactions on Games 12 (1), 1-20, 2019
3392019
DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution
P Bontrager, A Roy, J Togelius, N Memon, A Ross
Biometrics: Theory, Applications, and Systems 2018, 2018
249*2018
Illuminating generalization in deep reinforcement learning through procedural level generation
N Justesen, RR Torrado, P Bontrager, A Khalifa, J Togelius, S Risi
arXiv preprint arXiv:1806.10729, 2018
2322018
Deep reinforcement learning for general video game ai
RR Torrado, P Bontrager, J Togelius, J Liu, D Perez-Liebana
2018 IEEE Conference on Computational Intelligence and Games (CIG), 1-8, 2018
1852018
Pcgrl: Procedural content generation via reinforcement learning
A Khalifa, P Bontrager, S Earle, J Togelius
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2020
1842020
Deep interactive evolution
P Bontrager, W Lin, J Togelius, S Risi
Computational Intelligence in Music, Sound, Art and Design: 7th …, 2018
972018
Matching games and algorithms for general video game playing
P Bontrager, A Khalifa, A Mendes, J Togelius
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2016
772016
Learning to Generate Levels From Nothing
P Bontrager, J Togelius
3rd IEEE Conference On Games (COG 2021), 2020
53*2020
Learning controllable content generators
S Earle, M Edwards, A Khalifa, P Bontrager, J Togelius
2021 IEEE Conference on Games (CoG), 1-9, 2021
472021
Rotation, translation, and cropping for zero-shot generalization
C Ye, A Khalifa, P Bontrager, J Togelius
2020 IEEE Conference on Games (CoG), 57-64, 2020
402020
Procedural level generation improves generality of deep reinforcement learning
N Justesen, RR Torrado, P Bontrager, A Khalifa, J Togelius, S Risi
arXiv preprint arXiv:1806.10729, 2018
372018
Illuminating generalization in deep reinforcement learning through procedural level generation. arXiv
N Justesen, R Torrado, P Bontrager, A Khalifa, J Togelius, S Risi
Learning 9, 2018
152018
" Superstition" in the network: Deep reinforcement learning plays deceptive games
P Bontrager, A Khalifa, D Anderson, M Stephenson, C Salge, J Togelius
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2019
132019
Game Mechanic Alignment Theory
MC Green, A Khalifa, R Canaan, P Bontrager, J Togelius
Proceedings of the 16th International Conference on the Foundations of …, 2021
72021
Learning to Generate Form and Function
PJ Bontrager
New York University Tandon School of Engineering, 2020
12020
Program Committee and Subreviewers
H Abbass, M Aitchison, M Aittala, D Anderson, D Ashlock, S Azad, ...
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