Publications by Yassir Jedra
Refereegranskade
Artiklar
[1]
Y. Jedra and A. Proutiere, "Finite-Time Identification of Linear Systems: Fundamental Limits and Optimal Algorithms," IEEE Transactions on Automatic Control, vol. 68, no. 5, pp. 2805-2820, 2023.
Konferensbidrag
[2]
Y. Jedra et al., "Nearly Optimal Latent State Decoding in Block MDPs," in Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, 2023, pp. 2805-2904.
[3]
F. Vannella et al., "Learning Optimal Antenna Tilt Control Policies : A Contextual Linear Bandit Approach," in Proceedings - IEEE INFOCOM, 2022, pp. 740-749.
[4]
Y. Jedra and A. Proutiere, "Minimal Expected Regret in Linear Quadratic Control," in INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151, 2022.
[5]
Y. Jedra and A. Proutiere, "Finite-time Identification of Stable Linear Systems Optimality of the Least-Squares Estimator," in Proceedings of the 59th IEEE Conference on Decision and Control, 2020, pp. 996-1001.
[6]
P.-A. Wang et al., "Optimal Algorithms for Multiplayer Multi-Armed Bandits," in Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics, PMLR, 2020.
[7]
Y. Jedra and A. Proutiere, "Optimal Best-arm Identification in Linear Bandits," in Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 2020.
[8]
Y. Jedra and A. Proutiere, "Sample Complexity Lower Bounds for Linear System Identification," in Proceedings of the IEEE Conference on Decision and Control, 2019, pp. 2676-2681.
Icke refereegranskade
Avhandlingar
[9]
Y. Jedra, "Statistical Learning in Linearly Structured Systems: Identification, Control, and Reinforcement Learning," Doctoral thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2023:53, 2023.
Övriga
[10]
[11]
Senaste synkning med DiVA:
2023-05-28 02:03:20