Learning with good feature representations in bandits and in rl with a generative model T Lattimore, C Szepesvari, G Weisz International Conference on Machine Learning, 5662-5670, 2020 | 98 | 2020 |
Politex: Regret bounds for policy iteration using expert prediction Y Abbasi-Yadkori, P Bartlett, K Bhatia, N Lazic, C Szepesvari, G Weisz International Conference on Machine Learning, 3692-3702, 2019 | 87 | 2019 |
Sample efficient deep reinforcement learning for dialogue systems with large action spaces G Weisz, P Budzianowski, PH Su, M Gašić IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (11 …, 2018 | 69 | 2018 |
Exponential lower bounds for planning in mdps with linearly-realizable optimal action-value functions G Weisz, P Amortila, C Szepesvári Algorithmic Learning Theory, 1237-1264, 2021 | 47 | 2021 |
LeapsAndBounds: A method for approximately optimal algorithm configuration G Weisz, A Gyorgy, C Szepesvári International Conference on Machine Learning, 5257-5265, 2018 | 33 | 2018 |
Exploration-enhanced politex Y Abbasi-Yadkori, N Lazic, C Szepesvari, G Weisz arXiv preprint arXiv:1908.10479, 2019 | 24 | 2019 |
CapsAndRuns: An improved method for approximately optimal algorithm configuration G Weisz, A Gyorgy, C Szepesvári International Conference on Machine Learning, 6707-6715, 2019 | 20 | 2019 |
On query-efficient planning in MDPs under linear realizability of the optimal state-value function G Weisz, P Amortila, B Janzer, Y Abbasi-Yadkori, N Jiang, C Szepesvári Conference on Learning Theory, 4355-4385, 2021 | 11 | 2021 |
Tensorplan and the few actions lower bound for planning in mdps under linear realizability of optimal value functions G Weisz, C Szepesvári, A György International Conference on Algorithmic Learning Theory, 1097-1137, 2022 | 6 | 2022 |
Inter-device data transfer based on barcodes J Chien, RI Orton, G Weisz, V Varma US Patent 9,600,701, 2017 | 5 | 2017 |
ImpatientCapsAndRuns: Approximately optimal algorithm configuration from an infinite pool G Weisz, A György, WI Lin, D Graham, K Leyton-Brown, C Szepesvari, ... Advances in Neural Information Processing Systems 33, 17478-17488, 2020 | 2 | 2020 |
Politex: Regret bounds for policy iteration using expert prediction Open Website Y Abbasi-Yadkori, P Bartlett, K Bhatia, N Lazic, C Szepesvari, G Weisz | | |
Language Understanding and Computational Semantics Cross-Language Neural Dialog State Tracker for Large Ontologies Using Hierarchical Attention................................. H Sundar, TV Sreenivas, CS Seelamantula, S Lin, MB Cöteli, O Olgun, ... | | |
P: Regret Bounds for Policy Iteration Using Expert Prediction Y Abbasi-Yadkori, PL Bartle, K Bhatia, N Lazić, C Szepesvári, G Weisz | | |