A reinforcement-learning approach to efficient communication M Kågebäck, E Carlsson, D Dubhashi, A Sayeed Plos one 15 (7), e0234894, 2020 | 22 | 2020 |
Thompson Sampling for Bandits with Clustered Arms E Carlsson, D Dubhashi, FD Johansson Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021 | 11 | 2021 |
Pure exploration in bandits with linear constraints E Carlsson, D Basu, F Johansson, D Dubhashi International Conference on Artificial Intelligence and Statistics, 334-342, 2024 | 10 | 2024 |
Cultural evolution via iterated learning and communication explains efficient color naming systems E Carlsson, D Dubhashi, T Regier Journal of Language Evolution, 2024 | 9* | 2024 |
Learning Approximate and Exact Numeral Systems via Reinforcement Learning E Carlsson, D Dubhashi, FD Johansson Proceedings of the Annual Meeting of the Cognitive Science Society 43, 2021 | 7 | 2021 |
Fast Treatment Personalization with Latent Bandits in Fixed-Confidence Pure Exploration NM Kinyanjui, E Carlsson, FD Johansson Transactions on Machine Learning Research, 2023 | 6 | 2023 |
Towards Learning Abstractions via Reinforcement Learning E Jergéus, LK Oinonen, E Carlsson, M Johansson AIC 2022, 8th International Workshop on Artificial Intelligence and Cognition., 2022 | 2 | 2022 |
Pragmatic Reasoning in Structured Signaling Games E Carlsson, D Dubhashi Proceedings of the Annual Meeting of the Cognitive Science Society 44, 2022 | 2 | 2022 |
Active Preference Learning for Ordering Items In-and Out-of-sample H Bergström, E Carlsson, D Dubhashi, FD Johansson arXiv preprint arXiv:2405.03059, 2024 | 1 | 2024 |
Learning Efficient Recursive Numeral Systems via Reinforcement Learning JD Thomas, A Silvi, D Dubhashi, E Carlsson, M Johansson AI for Math Workshop@ ICML 2024, 2024 | 1 | 2024 |
Identifiable latent bandits: Combining observational data and exploration for personalized healthcare AZ Balcıoğlu, E Carlsson, FD Johansson ICML 2024 Workshop: Foundations of Reinforcement Learning and Control …, 2024 | 1 | 2024 |
Reinforcement Learning: Efficient Communication and Sample Efficient Learning E Carlsson | | 2024 |
Efficient Communication Via Reinforcement Learning E Carlsson PQDT-Global, 2022 | | 2022 |
Numerisk prissättning av exotiska optioner N Grochevaia, E Carlsson, K Bågmark, C Söderpalm, V Ebberstein | | 2017 |