Constantin Ruhdorfer
Institute for Visualisation and Interactive Systems, University of Stuttgart
Pfaffenwaldring 5a, 70569 Stuttgart, Germany University of Stuttgart, SimTech Building, Room 01.035 Google Scholar
Biography
Constantin Ruhdorfer is a PhD student in the Collaborative Artificial Intelligence group and a PhD scholar in the International Max Planck Research School for Intelligent Systems (IMPRS-IS) since November 2023. He holds a Bachelor’s degree in Computer Science from the Cooperative State University Baden-Württemberg and a Master's degree in Computer Science from the University of Stuttgart. His research interests lies in building and training agents that can cooperate well with humans by taking into account their individual mental states and preferences. Likewise his interests lie at the intersection of multi-agent reinforcement learning, inverse reinforcement learning, machine theory of mind and AI alignment.
Teaching
- 2024
- Machine Perception and Learning (Tutor)Master
- Fachpraktikum -- Practical Course Interactive Systems: Computational Theory of Mind and Cognition (Teaching Assistant)Master
- 2023
- Fachpraktikum -- Practical Course Interactive Systems: Computational Theory of Mind and Cognition (Tutor)Master
- Machine Perception and Learning (Tutor)Master
- 2024
- Probing Language Models for Theory of Mind in Cooperative Card Games (M.Sc.) Jonas Allali§
- Leveraging Biologically-plausible Representations for Robust and Efficient Generalization in Reinforcement Learning (M.Sc.) Nan Jiang*
- Open-Ended Learning via Auto-Curricula for Solving Zero-Shot Theory of Mind Tasks (M.Sc.) Benjamin Caddell
- The Yokai Challenge: A New Frontier for Multi-Agent Reinforcement Learning and Machine Theory of Mind (M.Sc.) Rui Yang
- 2023
- Evaluation of Different Image Representations for Reinforcement Learning Agents (M.Sc.) Jayakumar Ramasamy Sundararaj*
- Cognitive Attention Guided Imitation LearningMaster
- Cognitive Attention Guided Imitation LearningMaster
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VisRecall++: Analysing and Predicting Visualisation Recallability from Gaze Behaviour
Proc. ACM on Human-Computer Interaction (PACM HCI), 8 (ETRA), pp. 1–18, 2024.
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Explicit Modelling of Theory of Mind for Belief Prediction in Nonverbal Social Interactions
Proc. 27th European Conference on Artificial Intelligence (ECAI), pp. 866–873, 2024.
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Benchmarking Mental State Representations in Language Models
Proc. ICML 2024 Workshop on Mechanistic Interpretability, pp. 1–21, 2024.
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Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition
Proc. 62nd Annual Meeting of the Association for Computational Linguistics (ACL), pp. 1–16, 2024.