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Cited by
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Since 2019
Citations
98
98
h-index
3
3
i10-index
2
2
0
50
25
2022
2023
2024
3
49
45
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2 articles
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Co-authors
Dileep Kalathil
Texas A&M University
Verified email at tamu.edu
Kishan Panaganti
California Institute of Technology
Verified email at caltech.edu
Mohammad Ghavamzadeh
Amazon
Verified email at amazon.com
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Zaiyan Xu
Texas A&M University
Verified email at tamu.edu -
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Reinforcement Learning
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Year
Robust reinforcement learning using offline data
K Panaganti, Z Xu, D Kalathil, M Ghavamzadeh
Advances in neural information processing systems 35, 32211-32224
, 2022
63
2022
Improved sample complexity bounds for distributionally robust reinforcement learning
Z Xu, K Panaganti, D Kalathil
International Conference on Artificial Intelligence and Statistics, 9728-9754
, 2023
28
2023
Bridging distributionally robust learning and offline rl: An approach to mitigate distribution shift and partial data coverage
K Panaganti, Z Xu, D Kalathil, M Ghavamzadeh
arXiv preprint arXiv:2310.18434
, 2023
5
2023
Distributionally Robust Behavioral Cloning for Robust Imitation Learning
K Panaganti, Z Xu, D Kalathil, M Ghavamzadeh
2023 62nd IEEE Conference on Decision and Control (CDC), 1342-1347
, 2023
2
2023
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