Sadegh Talebi

Sadegh Talebi

Tenure Track Adjunkt


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  1. 2024
  2. Udgivet

    Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits

    Saber, H., Pesquerel, F., Maillard, O. & Talebi, Mohammad Sadegh, 2024, Proceedings of the 15th Asian Conference on Machine Learning. PMLR, s. 1167-1182 (Proceedings of Machine Learning Research, Bind 222).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  3. 2023
  4. Udgivet

    Exploration in Reward Machines with Low Regret

    Bourel, Hippolyte Raymond, Jonsson, A., Maillard, O. A. & Talebi, Mohammad Sadegh, 2023, Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. PMLR, Bind 206. s. 4114-4146 33 s. (Proceedings of Machine Learning Research, Bind 206).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  5. Udgivet

    Provably Efficient Offline Reinforcement Learning in Regular Decision Processes

    Cipollone, R., Jonsson, A., Ronca, A. & Talebi, Mohammad Sadegh, 2023, Advances in Neural Information Processing Systems 36 (NeurIPS 2023). NeurIPS Proceedings, 34 s. (Advances in Neural Information Processing Systems, Bind 36).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  6. 2021
  7. Udgivet

    Improved Exploration in Factored Average-Reward MDPs

    Talebi, Mohammad Sadegh, Jonsson, A. & Maillard, O., 2021, Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS). PMLR, s. 3988-3996 (Proceedings of Machine Learning Research, Bind 130).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  8. 2020
  9. Udgivet

    Adversarial Bandits with Corruptions

    Yang, L., Hajiesmaili, M. H., Talebi, Mohammad Sadegh, Lui, J. C. S. & Wong, W. S., 2020, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtua. NeurIPS Proceedings, 10 s. (Advances in Neural Information Processing Systems, Bind 33).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  10. Udgivet

    Bandit-based relay selection in cooperative networks over unknown stationary channels

    Nomikos, N., Talebi, Mohammad Sadegh, Wichman, R. & Charalambous, T., 2020, Proceedings of the 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing, MLSP 2020. IEEE, 9231604

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  11. Udgivet

    Tightening Exploration in Upper Confidence Reinforcement Learning

    Bourel, H., Maillard, O. & Talebi, Mohammad Sadegh, 2020, Proceedings of the 37th International Conference on Machine Learning. PMLR, s. 1056-1066 (Proceedings of Machine Learning Research, Bind 119).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

ID: 235125478