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Kevin Frans
Kevin Frans
MIT CSAIL
Verified email at csail.mit.edu - Homepage
Title
Cited by
Cited by
Year
Meta learning shared hierarchies
K Frans, J Ho, X Chen, P Abbeel, J Schulman
arXiv preprint arXiv:1710.09767, 2017
4082017
Clipdraw: Exploring text-to-drawing synthesis through language-image encoders
K Frans, L Soros, O Witkowski
Advances in Neural Information Processing Systems 35, 5207-5218, 2022
1342022
Outline colorization through tandem adversarial networks
K Frans
arXiv preprint arXiv:1704.08834, 2017
702017
Soros, and Olaf Witkowski
K Frans, B Lisa
Clipdraw: Exploring text-to-drawing synthesis through language-image …, 2021
162021
Unsupervised image to sequence translation with canvas-drawer networks
K Frans, CY Cheng
arXiv preprint arXiv:1809.08340, 2018
142018
Ai charades: Language models as interactive game environments
K Frans
2021 IEEE Conference on Games (CoG), 1-2, 2021
82021
Population-based evolution optimizes a meta-learning objective
K Frans, O Witkowski
arXiv preprint arXiv:2103.06435, 2021
62021
Powderworld: A platform for understanding generalization via rich task distributions
K Frans, P Isola
arXiv preprint arXiv:2211.13051, 2022
52022
Questions for the open-ended evolution community: reflections from the 2021 cross labs innovation science workshop
K Frans, L Soros, O Witkowski
Artificial Life 25 (1), 4, 2021
42021
Cross Labs
O Witkowski, LB Soros, K Frans
Japan, 0
3
Parallel trust region policy optimization with multiple actors
K Frans, D Hafner
12016
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings
K Frans, S Park, P Abbeel, S Levine
arXiv preprint arXiv:2402.17135, 2024
2024
Powderworld: A Platform for Understanding Generalization via Rich Task Distributions
K Frans
Massachusetts Institute of Technology, 2023
2023
Selecting for Selection: Learning To Balance Adaptive and Diversifying Pressures in Evolutionary Search
K Frans, LB Soros, O Witkowski
arXiv preprint arXiv:2106.09153, 2021
2021
Image Reconstruction by Generative Adversarial Networks
M Huang, K Frans, M Tory
Journal A2I3R 1 (1), 2017
2017
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