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portfolio
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publications
Modelling user’s theory of ai’s mind in interactive intelligent systems
Published in arXiv preprint arXiv:1809.02869, 2018
Agent Robustness to Negative Interruptions: A Multi-agent Learning Approach
Published in NeurIPS 2019 Bridging Game Theory and Deep Learning Workshop (Smooth Games Optimization and Machine Learning Series), 2019
Interactive AI with a Theory of Mind
Published in ACM CHI 2019 Computational Modeling in Human-Computer Interaction Workshop, 2019
Machine Teaching of Active Sequential Learners
Published in NeurIPS 2019 33rd Conference on Neural Information Processing Systems, 2019
Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs
Published in AAMAS 2022 Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
Published in NeurIPS 2022 36th Conference on Neural Information Processing Systems, 2022
Modelling Needs User Modelling
Published in Frontiers in Artificial Intelligence, 2023
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Teaching to Learn: Sequential Teaching of Learners with Internal States
Published in AAAI 2023 Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Towards a Unifying Model of Rationality in Multiagent Systems
Published in AAMAS 2023 The 14th Workshop on Optimization and Learning in Multiagent Systems (OptLearnMAS-2023), 2023
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
Published in AAMAS 2023 Proceedings of the Adaptive and Learning Agents Workshop (ALA 2023), 2023
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Differentiable User Models
Published in UAI 2023 The 39th Conference on Uncertainty in Artificial Intelligence, 2023
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
CS-E4070 - Probabilistic Modelling for Cognition and Interaction
Graduate Seminar Course, Aalto University, Department of Computer Science, 2018
Co-organised with Tomi Peltola Read more