Emil Carlsson

Doctoral Student at Data Science and AI

Source: chalmers.se
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Showing 8 publications

2024

Pure Exploration in Bandits with Linear Constraints

Emil Carlsson, Debabrota Basu, Fredrik Johansson et al
Proceedings of Machine Learning Research. Vol. 238, p. 334-342
Paper in proceeding
2022

Towards Learning Abstractions via Reinforcement Learning

Erik Jergéus, Leo Karlsson Oinonen, Emil Carlsson et al
CEUR Workshop Proceedings. Vol. 3400, p. 120-126
Paper in proceeding
2022

Pragmatic Reasoning in Structured Signaling Games

Emil Carlsson, Devdatt Dubhashi
Proceedings of the 44th Annual Meeting of the Cognitive Science Society: Cognitive Diversity, CogSci 2022, p. 2831-2837
Paper in proceeding
2022

Efficient Communication via Reinforcement Learning

Emil Carlsson
Licentiate thesis
2021

Thompson Sampling for Bandits with Clustered Arms

Emil Carlsson, Devdatt Dubhashi, Fredrik Johansson
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
Paper in proceeding
2021

Learning Approximate and Exact Numeral Systems via Reinforcement Learning

Emil Carlsson, Devdatt Dubhashi, Fredrik Johansson
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society: Comparative Cognition: Animal Minds, CogSci 2021. Vol. 43
Paper in proceeding
2020

A reinforcement-learning approach to efficient communication

Mikael Kågebäck, Emil Carlsson, Devdatt Dubhashi et al
PLoS ONE. Vol. 15 (7)
Journal article

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