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Koppel, Alec
105  Ergebnisse:
Personensuche X
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1

Regret and Belief Complexity Trade-off in Gaussian Process ..:

Bedi, Amrit Singh ; Peddireddy, Dheeraj ; Aggarwal, Vaneet..
IEEE Transactions on Artificial Intelligence.  , 2024
Link: https://doi.org/10.1109/..
 
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2

Online MCMC Thinning with Kernelized Stein Discrepancy:

Koppel, Alec ; Eappen, Joe ; Bhatt, Sujay..
SIAM Journal on Mathematics of Data Science.  6 (2024)  1 - p. 51-75 , 2024
Link: https://doi.org/10.1137/..
 
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3

On the sample complexity of actor-critic method for reinfor..:

Kumar, Harshat ; Koppel, Alec ; Ribeiro, Alejandro
Machine Learning.  112 (2023)  7 - p. 2433-2467 , 2023
Link: https://doi.org/10.1007/..
 
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4

Decentralized Multi-agent Exploration with Limited Inter-ag..:

, In: 2023 IEEE International Conference on Robotics and Automation (ICRA),
He, Hans J. ; Koppel, Alec ; Bedi, Amrit Singh... - p. 5530-5536 , 2023
Link: https://doi.org/10.1109/..
 
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5

Scalable Multi-Agent Reinforcement Learning with General Ut..:

, In: 2023 American Control Conference (ACC),
Ying, Donghao ; Ding, Yuhao ; Koppel, Alec. - p. 3977-3982 , 2023
Link: https://doi.org/10.23919..
 
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6

Bi-Level Nonstationary Kernels for Online Gaussian Process ..:

, In: 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE),
He, Hans J. ; Koppel, Alec ; Bedi, Amrit Singh.. - p. 1-7 , 2023
Link: https://doi.org/10.1109/..
 
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7

Dealing with Sparse Rewards in Continuous Control Robotics ..:

, In: 2023 IEEE International Conference on Robotics and Automation (ICRA),
Chakraborty, Souradip ; Bedi, Amrit Singh ; Weerakoon, Kasun... - p. 989-995 , 2023
Link: https://doi.org/10.1109/..
 
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8

Information-Directed Policy Search in Sparse-Reward Setting..:

, In: 2023 57th Annual Conference on Information Sciences and Systems (CISS),
Suttle, Wesley A. ; Koppel, Alec ; Liu, Ji - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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9

Sparse Representations of Positive Functions via First- and..:

Chakraborty, Abhishek ; Rajawat, Ketan ; Koppel, Alec
IEEE Transactions on Signal Processing.  70 (2022)  - p. 3148-3164 , 2022
Link: https://doi.org/10.1109/..
 
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10

Escaping Saddle Points for Successive Convex Approximation:

Bedi, Amrit Singh ; Rajawat, Ketan ; Aggarwal, Vaneet.
IEEE Transactions on Signal Processing.  70 (2022)  - p. 307-321 , 2022
Link: https://doi.org/10.1109/..
 
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11

Convergence Rates of Average-Reward Multi-agent Reinforceme..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Koppel, Alec ; Singh Bedi, Amrit ; Ganguly, Bhargav. - p. 4545-4552 , 2022
Link: https://doi.org/10.1109/..
 
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12

Distributed Riemannian Optimization with Lazy Communication..:

, In: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
Tian, Yulun ; Bedi, Amrit Singh ; Koppel, Alec... - p. 4391-4398 , 2022
Link: https://doi.org/10.1109/..
 
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13

Collaborative one-shot beamforming under localization error..:

Savas, Yagiz ; Noorani, Erfaun ; Koppel, Alec...
Signal Processing.  200 (2022)  - p. 108647 , 2022
Link: https://doi.org/10.1016/..
 
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14

Policy Gradient for Ratio Optimization: A Case Study:

, In: 2022 56th Annual Conference on Information Sciences and Systems (CISS),
Suttle, Wesley A. ; Koppel, Alec ; Liu, Ji - p. 281-286 , 2022
Link: https://doi.org/10.1109/..
 
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15

On Submodular Set Cover Problems for Near-Optimal Online Ke..:

, In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Pradhan, Hrusikesha ; Koppel, Alec ; Rajawat, Ketan - p. 4168-4172 , 2022
Link: https://doi.org/10.1109/..
 
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