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Search: subject:"Machine Learning and Data Science"
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Artificial intelligence
38
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Machine Learning and Data Science
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16
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16
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reinforcement learning
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Chen, Yuxin
5
Li, Gen
4
Chi, Yuejie
3
Kallus, Nathan
3
Wei, Yuting
3
Cai, Changxiao
2
Kuhn, Daniel
2
Li, Xudong
2
Shah, Devavrat
2
Wager, Stefan
2
Zhang, Anru
2
Zhou, Zhengyuan
2
Albert, Michael
1
Athey, Susan
1
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1
Bertsimas, Dimitris
1
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1
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1
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1
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1
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1
Cen, Shicong
1
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1
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1
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1
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1
Choe, Yo Joong
1
Conitzer, Vincent
1
Dedieu, Antoine
1
Duchi, John C.
1
Fan, Jianqing
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1
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1
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Operations research
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ECONIS (ZBW)
39
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Global optimality guarantees for policy gradient methods
Bhandari, Jalaj
;
Russo, Daniel
- In:
Operations research
72
(
2024
)
5
,
pp. 1906-1927
Persistent link: https://www.econbiz.de/10015361758
Saved in:
2
Model-based reinforcement learning for offline zero-sum Markov games
Yan, Yuling
;
Li, Gen
;
Chen, Yuxin
;
Fan, Jianqing
- In:
Operations research
72
(
2024
)
6
,
pp. 2430-2445
Persistent link: https://www.econbiz.de/10015371449
Saved in:
3
Breaking the sample size barrier in model-based reinforcement learning with a generative model
Li, Gen
;
Wei, Yuting
;
Chi, Yuejie
;
Chen, Yuxin
- In:
Operations research
72
(
2024
)
1
,
pp. 203-221
Persistent link: https://www.econbiz.de/10014505071
Saved in:
4
Is Q-learning minimax optimal? : a tight sample complexity analysis
Li, Gen
;
Cai, Changxiao
;
Chen, Yuxin
;
Wei, Yuting
;
Chi, …
- In:
Operations research
72
(
2024
)
1
,
pp. 222-236
Persistent link: https://www.econbiz.de/10014505079
Saved in:
5
The role of lookahead and approximate policy evaluation in reinforcement learning with linear value function approximation
Winnicki, Anna
;
Lubars, Joseph
;
Livesay, Michael
; …
- In:
Operations research
73
(
2025
)
1
,
pp. 139-156
Persistent link: https://www.econbiz.de/10015445282
Saved in:
6
Optimal no-regret learning in repeated first-price auctions
Han, Yanjun
;
Weissman, Tsachy
;
Zhou, Zhengyuan
- In:
Operations research
73
(
2025
)
1
,
pp. 209-238
Persistent link: https://www.econbiz.de/10015445293
Saved in:
7
Structural estimation of markov decision processes in high-dimensional state space with finite-time guarantees
Zeng, Siliang
;
Hong, Mingyi
;
García, Alfredo
- In:
Operations research
73
(
2025
)
2
,
pp. 720-737
Persistent link: https://www.econbiz.de/10015445421
Saved in:
8
Jointly modeling and clustering tensors in high dimensions
Cai, Biao
;
Zhang, Jingfei
;
Sun, Will Wei
- In:
Operations research
73
(
2025
)
3
,
pp. 1320-1335
Persistent link: https://www.econbiz.de/10015445741
Saved in:
9
Nonconvex low-rank tensor completion from noisy data
Cai, Changxiao
;
Li, Gen
;
Poor, H. Vincent
;
Chen, Yuxin
- In:
Operations research
70
(
2022
)
2
,
pp. 1219-1237
Persistent link: https://www.econbiz.de/10013365875
Saved in:
10
Fast global convergence of natural policy gradient methods with entropy regularization
Cen, Shicong
;
Cheng, Chen
;
Chen, Yuxin
;
Wei, Yuting
; …
- In:
Operations research
70
(
2022
)
4
,
pp. 2563-2578
Persistent link: https://www.econbiz.de/10013366515
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