Erik Matias Lintunen
Doctoral Researcher
Department of Computer Science
I'm a Doctoral Researcher in the Autotelic Interaction Research group @ Aalto University, supervised by Prof. Christian Guckelsberger.
My research focuses on the computational modelling of intrinsic motivation, specifically examining how it can be used to shape goal selection in reinforcement learning. This entails designing algorithms that autonomously set and pursue goals to learn diverse skills. Additionally, my work involves developing methods to evaluate open-ended learning algorithms, for instance, by measuring skill diversity. This evaluation is crucial for understanding the breadth and adaptability of these algorithms in learning a wide range of abilities over time.
Full researcher profile
https://research.aalto.fi/...
Email
[email protected]
Postal address
Konemiehentie 2
02150 Espoo
Finland
Honors and awards
Finalist in WIRED Creative Hack Award 2018
Established in 2013, the CREATIVE HACK AWARD is an annual award for next-generation creators, who value ambitious vision and think beyond the borders of countries and regions.
Award or honor granted for a specific work
Department of Computer Science
Jan 2018
Publications
Why Self-Determination Theory Needs Formal Modelling: The Case of Competence and Balanced Challenge
Sebastian Deterding, Erik Matias Lintunen, Christian Guckelsberger, Nadia M. Ady
2024
Advancing Self-Determination Theory With Computational Intrinsic Motivation: The Case of Competence
Erik Matias Lintunen, Nadia M. Ady, Christian Guckelsberger, Sebastian Deterding
2024
Cognitive abilities predict performance in everyday computer tasks
Erik Lintunen, Viljami Salmela, Petri Jarre, Tuukka Heikkinen, Markku Kilpeläinen, Markus Jokela, Antti Oulasvirta
2024
International Journal of Human-Computer Studies
Diversity Progress for Goal Selection in Discriminability-Motivated RL
Erik Lintunen, Nadia Ady, Christian Guckelsberger
2024
Computationally Modelling Self-Determination Theory for HCI: The Case of Competence
Erik Lintunen, Christian Guckelsberger, Sebastian Deterding
2023
Effects of Cognitive Abilities on Success in Computer Use
Erik Lintunen, Viljami Salmela, Petri Jarre, Tuukka Heikkinen, Markku Kilpeläinen, Markus Jokela, Antti Oulasvirta
2023
Comparing soft robotic affective touch to human and brush affective touch
C.Y. Zheng, K-J. Wang, M. Wairagkar, M. Von Mohr, Erik Lintunen, K. Fotopoulou
2021
Latent Spaces: The High-Dimensional Infosphere
Erik Lintunen
2019