Követés
Sanae Amani
Sanae Amani
E-mail megerősítve itt: ucla.edu - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Linear stochastic bandits under safety constraints
S Amani, M Alizadeh, C Thrampoulidis
Advances in Neural Information Processing Systems 32, 2019
1092019
Safe linear thompson sampling with side information
A Moradipari, S Amani, M Alizadeh, C Thrampoulidis
IEEE Transactions on Signal Processing 69, 3755-3767, 2021
49*2021
Safe Reinforcement Learning with Linear Function Approximation
S Amani, C Thrampoulidis, LF Yang
International Conference on Machine Learning, 243-253, 2021
372021
Regret bound for safe gaussian process bandit optimization
S Amani, M Alizadeh, C Thrampoulidis
Learning for Dynamics and Control, 158-159, 2020
252020
Decentralized Multi-Agent Linear Bandits with Safety Constraints
S Amani, C Thrampoulidis
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6627-6635, 2021
142021
Generalized linear bandits with safety constraints
S Amani, M Alizadeh, C Thrampoulidis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
112020
Ucb-based algorithms for multinomial logistic regression bandits
S Amani, C Thrampoulidis
Advances in Neural Information Processing Systems 34, 2913-2924, 2021
82021
Distributed contextual linear bandits with minimax optimal communication cost
S Amani, T Lattimore, A György, L Yang
International Conference on Machine Learning, 691-717, 2023
72023
Doubly pessimistic algorithms for strictly safe off-policy optimization
S Amani, LF Yang
2022 56th Annual Conference on Information Sciences and Systems (CISS), 113-118, 2022
72022
Provably Efficient Lifelong Reinforcement Learning with Linear Representation
S Amani, L Yang, CA Cheng
The Eleventh International Conference on Learning Representations, 2023
4*2023
DEXR: A Unified Approach Towards Environment Agnostic Exploration
Y Wang, Y Li, S Amani, L Yang
2023
Learning in Safety-critical, Lifelong, and Multi-agent Systems: Bandits and RL Approaches
S Amani Geshnigani
UCLA, 2023
2023
A generalization of weighted sparse decomposition to negative weights
G Delfi, S Aziznejad, S Amani, M Babaie-Zadeh, C Jutten
2017 25th European Signal Processing Conference (EUSIPCO), 2146-2150, 2017
2017
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Cikkek 1–13