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Ayush Jain
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Year
Generalization to new actions in reinforcement learning
A Jain, A Szot, JJ Lim
International Conference on Machine Learning (ICML), 2020, 2020
412020
Uniform Information Density effects on syntactic choice in Hindi
A Jain, V Singh, S Ranjan, R Rajkumar, S Agarwal
Proceedings of the Workshop on Linguistic Complexity and Natural Language …, 2018
182018
Know Your Action Set: Learning Action Relations for Reinforcement Learning
A Jain, N Kosaka, KM Kim, JJ Lim
International Conference on Learning Representations (ICLR), 2022, 2021
172021
Efficient Multi-Task Reinforcement Learning via Selective Behavior Sharing
G Zhang, A Jain, I Hwang, SH Sun, JJ Lim
Deep Reinforcement Learning Workshop at NeurIPS, 2022, 2022
62022
Mitigating Suboptimality of Deterministic Policy Gradients in Complex Q-functions
A Jain, N Kosaka, X Li, KM Kim, E Bıyık, JJ Lim
arXiv preprint arXiv:2410.11833, 2024
2024
Method and apparatus for managing operation data of appliance for failure prediction
JH Lee, M Kim, J Ayush, TH Hwang, JH Kim, H Cho
US Patent 11,182,235, 2021
2021
Hedge Your Actions: Flexible Reinforcement Learning for Complex Action Spaces
N Kosaka, A Jain, X Li, KM Kim, JJ Lim
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