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Andrew Cohen
Andrew Cohen
Meta AI (FAIR)
Verified email at meta.com
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Cited by
Cited by
Year
Unity: A general platform for intelligent agents
A Juliani, VP Berges, E Teng, A Cohen, J Harper, C Elion, C Goy, Y Gao, ...
arXiv preprint arXiv:1809.02627, 2018
9992018
On the use and misuse of absorbing states in multi-agent reinforcement learning
A Cohen, E Teng, VP Berges, RP Dong, H Henry, M Mattar, A Zook, ...
arXiv preprint arXiv:2111.05992, 2021
472021
Framework and methods of diverse exploration for fast and safe policy improvement
L Yu, A Cohen
US Patent 11,568,236, 2023
232023
Diverse exploration for fast and safe policy improvement
A Cohen, L Yu, R Wright
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
172018
Transfer RL across observation feature spaces via model-based regularization
Y Sun, R Zheng, X Wang, A Cohen, F Huang
arXiv preprint arXiv:2201.00248, 2022
162022
Diverse exploration via conjugate policies for policy gradient methods
A Cohen, X Qiao, L Yu, E Way, X Tong
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3404-3411, 2019
132019
The art of llm refinement: Ask, refine, and trust
K Shridhar, K Sinha, A Cohen, T Wang, P Yu, R Pasunuru, M Sachan, ...
arXiv preprint arXiv:2311.07961, 2023
62023
Maximum entropy diverse exploration: Disentangling maximum entropy reinforcement learning
A Cohen, L Yu, X Qiao, X Tong
arXiv preprint arXiv:1911.00828, 2019
52019
Making ppo even better: Value-guided monte-carlo tree search decoding
J Liu, A Cohen, R Pasunuru, Y Choi, H Hajishirzi, A Celikyilmaz
arXiv preprint arXiv:2309.15028, 2023
42023
Learning personalized story evaluation
D Wang, K Yang, H Zhu, X Yang, A Cohen, L Li, Y Tian
arXiv preprint arXiv:2310.03304, 2023
32023
Diverse experience learning
A Cohen
State University of New York at Binghamton, 2016
22016
Modeling scattering coefficients using self-attentive complex polynomials with image-based representation, 2022
A Cohen, W Dou, J Zhu, S Koziel, P Renner, JO Mattsson, X Yang, ...
URL https://arxiv. org/pdf/2301.02747. pdf, 0
2
End-to-end Story Plot Generator
H Zhu, A Cohen, D Wang, K Yang, X Yang, J Jiao, Y Tian
arXiv preprint arXiv:2310.08796, 2023
12023
Don't throw away your value model! Making PPO even better via Value-Guided Monte-Carlo Tree Search decoding
J Liu, A Cohen, R Pasunuru, Y Choi, H Hajishirzi, A Celikyilmaz
arXiv e-prints, arXiv: 2309.15028, 2023
12023
Design printed-circuit-board antennas using image classifier and fixed dimension components
Y Zhong, W Dou, P Renner, JO Mattsson, A Cohen, Y Tian, G Ye, J Zhu, ...
2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2023
12023
Image Classifier Based Generative Method for Planar Antenna Design
Y Zhong, W Dou, A Cohen, D Bisharat, Y Tian, J Zhu, QH Liu
arXiv preprint arXiv:2401.06149, 2023
2023
On Unsupervised Artificial Intelligence-Assisted Design of Antennas for High-Performance Planar Devices
S Koziel, W Dou, P Renner, A Cohen, Y Tian, J Zhu, ...
Electronics 12 (16), 3462, 2023
2023
Sample-efficient Surrogate Model for Frequency Response of Linear PDEs using Self-Attentive Complex Polynomials
A Cohen, W Dou, J Zhu, S Koziel, P Renner, JO Mattsson, X Yang, ...
arXiv preprint arXiv:2301.02747, 2023
2023
Generating Multi-type Temporal Sequences to Mitigate Class-Imbalanced Problem
L Jiang, NS Sadghiani, Z Tao, A Cohen
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
2021
Diverse Exploration in Reinforcement Learning
A Cohen
State University of New York at Binghamton, 2019
2019
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