Creative AI Lab

Publikation

Publikationer pr. år 2021 2021 2022 2024

• 16 Konferenceartikel
• 13 Konferencebidrag i proceedings
• 6 Tidsskriftartikel
• 5 Paper
• 4 Mere
  • 2 Ph.d.-afhandling
  • 1 Konferenceabstrakt i proceedings
  • 1 Working paper

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2024

  Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration

  Meyer, L. S., Engel Aaen, J., Tranberg, A. R., Kun, P., Freiberger, M., Risi, S. & Løvlie, A. S., 11 maj 2024, Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration. s. 1-18 18 s. (ACM Annual Conference on Human Factors in Computing Systems (CHI)).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Museum Collections 100%
  • Art Museums 100%
  • Art Exploration 100%
  • Digital 50%
  • Painting 50%

• Difficulty Modelling in Mobile Puzzle Games: An Empirical Study on Different Methods to Combine Player Analytics and Simulated Data

  Kristensen, J. T. & Burelli, P., 2024, I: International Journal of Computer Games Technology. 14 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Game Development 100%
  • Player Experience 100%
  • Artificial Neural Network 100%
  • Player Engagement 100%
  • Game Interaction 100%

• Hades Again and Again: A Study on Frustration Tolerance, Physiology and Player Experience

  Frost Jensen, M., Dixen, L. & Burelli, P., 2024, Lecture Notes in Computer Science: Proceedings of ACG 2023 . Springer, Bind 14528. (Lecture Notes in Computer Science).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Player Experience 100%
  • Heart Rate 33%
  • Challenging Tasks 33%
• 2023

  Bio-Inspired Approaches to Adaptive Artificial Agents

  Winther Pedersen, J., 23 okt. 2023, Copenhagen: IT University of Copenhagen. 225 s. (ITU-DS; Nr. 212).

  Publikation: Bog / Antologi / Rapport / Ph.D.-afhandling › Ph.d.-afhandling

  Åben adgang

  Fil

  • Artificial Agents 100%
  • Bioinspired Approach 100%
  • Neural Network 100%
  • Reinforcement Learning 75%
  • Reinforcement Learning Agent 50%

• CastNet: a systems-level sequence evolution simulator

  Rivera-Rivera, C. J. & Grbic, D., 12 jun. 2023, I: BMC Bioinformatics. 8 s., 247.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • System Level 100%
  • Regulatory Interactions 100%
  • Gene Regulatory Network 100%
  • Sequence Evolution 100%
  • Regulatory Network Evolution 100%

• Investigating Perceived and Mechanical Challenge in Games Through Cognitive Activity

  Hegedues, C., Dias Constantino, J. P., Dixen, L. & Burelli, P., 2023, Proceedings of the IEEE Conference on Game. IEEE, (Proceedings of the 2023 IEEE conference on Games).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Game Design 100%
  • Player Experience 100%
  • Game Mechanics 100%
  • Mini-games 100%
  • Perceived Challenges 100%

• Investigating the Uncanny Valley Phenomenon Through the Temporal Dynamics of Neural Responses to Virtual Characters

  Gorlini, C., Dixen, L. & Burelli, P., 2023, Proceedings of the IEEE Conference on Game. IEEE, (Proceedings of the 2023 IEEE conference on Games).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • videogame 100%
  • Temporal Dynamic 100%
  • Uncanny Valley 100%
  • Electroencephalography 100%
  • Humanoid Robots 50%

• Probabilistic Modeling for Game Content Creation and Adaption

  Duque, M. G., 1 aug. 2023, 1 udg. Copenhagen: IT-Universitetet i København. 152 s. (ITU-DS).

  Publikation: Bog / Antologi / Rapport / Ph.D.-afhandling › Ph.d.-afhandling

  Åben adgang

  Fil

• Procedurally generating rules to adapt difficulty for narrative puzzle games

  Volden, T., Grbic, D. & Burelli, P., 2023, Proceedings of the IEEE Conference on Game. IEEE, s. 1-4 4 s. (Proceedings of the 2023 IEEE conference on Games).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Puzzle Game 100%
  • Large Language Model 100%
  • Large Language Models 66%
  • Educational Game 50%
  • Genetic Algorithm 50%

• Towards Self-Assembling Artificial Neural Networks through Neural Developmental Programs

  Najarro, E., Risi, S. & Sudhakaran, S., 2023, I: Artificial Life Conference Proceedings .

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang
• 2022

  A Unified Substrate for Body-Brain Co-evolution

  Pontes-Filho, S., Walker, K. E., Najarro, E., Nichele, S. & Risi, S., 2022.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Paper › Forskning › peer review

  Åben adgang

  Fil

  • Cellular Robots 100%
  • Body-brain Coevolution 100%
  • Robotics 100%
  • Coevolution 100%
  • Robot 100%

• Bringing robotics taxonomies to continuous domains via GPLVM on hyperbolic manifolds

  Jaquier, N., Rozo, L., Duque, M. G., Borovitsky, V. & Asfour, T., 2022.

  Publikation: Working paper › Forskning

  • Robotics 100%
  • Hierarchical Structure 100%
  • Whole-body 100%
  • Body Support 100%
  • Hyperbolic Manifolds 100%

• Designing Game Feel: A Survey

  Pichlmair, M. & Johansen, M., 2 jun. 2022, I: IEEE Transactions on Games. 14, 2, s. 138 14 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Game Feel 100%
  • Game Design 100%
  • Presented Framework 100%
  • Design Purpose 100%
  • Design Intent 100%

• HyperNCA: Growing Developmental Networks with Neural Cellular Automata

  Najarro, E., Sudhakaran, S., Glanois, C. & Risi, S., 2022, I: arXiv.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

  • Neural Network 100%
  • Developmental Networks 100%
  • Neural Cellular Automata 100%
  • Cellular Automata 100%
  • Reinforcement Learning 66%

• Mario Plays on a Manifold: Generating Functional Content in Latent Space through Differential Geometry

  Duque, M. G., Berg Palm, R., Hauberg, S. & Risi, S., 2022, I: Proceedings of the 2022 IEEE Conference on Games (CoG).

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  • Latent Space 100%
  • Differential Geometry 100%
  • Generating Functional 100%
  • Functional Content 100%
  • End User 100%

• Minimal Neural Network Models for Permutation Invariant Agents

  Winther Pedersen, J. & Risi, S., 9 jul. 2022.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Paper › Forskning › peer review

  Åben adgang

  • Artificial Neural Network 100%
  • Permutation Invariant 100%
  • Neural Network Model 100%
  • Recurrent Structure 100%
  • Neural Network 100%

• Neuro-symbolic hierarchical rule induction

  Glanois, C., Jiang, Z., Feng, X., Weng, P. & Zimmer, M., 28 jun. 2022, I: Proceedings of Machine Learning Research. 162, 39, s. 7583-7615

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

  • Hierarchical Rules 100%
  • Inductive Logic Programming 100%
  • Rule Induction 100%
  • Neuro-symbolic 100%
  • Metarules 100%

• Personalized Game Difficulty Prediction Using Factorization Machines

  Kristensen, J. T., Guckelsberger, C., Burelli, P. & Hämäläinen, P., 2022, I: UIST: User Interface Software and Technology. s. 1-13 13 s., 88.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

  • Game Level 100%
  • Game Difficulty 100%
  • Factorization Machines 100%
  • Difficulty Prediction 100%
  • Latent Variable Model 100%

• Physical Neural Cellular Automata for 2D Shape Classification

  Walker, K. E., Berg Palm, R., Garcia, R. M., Faina, A., Støy, K. & Risi, S., 2022, I: IROS 2022. 7 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

  • Neural Cellular Automata 100%
  • Robotic System 100%
  • Cellular Automata 100%
  • Recent Advances 50%
  • Reconfiguration 50%

• Pulling back information geometry

  Arvanitidis, G., Duque, M. G., Pouplin, A., Kalatzis, D. & Hauberg, S., 2022, I: Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022. 151, s. 4872 4894 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  • Wide Range 100%
  • Gaussian Distribution 100%
  • Black Box 100%
  • Information Geometry 100%
  • Reparametrization 100%

• Repair of electronic products: consumer practices and institutional initiatives

  Sonego, M., Echeveste, M. & Debarba, H. G., 2022, I: Sustainable Production and Consumption.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Institutional Initiatives 100%
  • Electronic Products 100%
  • Consumer Practices 100%
  • Life Cycle 100%
  • Product Life Cycle 100%

• Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications

  Grabe, I., Duque, M. G. & Zhu, J., 2022, Proceeding of the 3rd Workshop on Human-AI Co-Creation with Generative Models (HAI-GEN ‘22)at ACM IUI Workshops.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Interaction Patterns 100%
  • Co-creative 100%
  • Generative Adversarial Networks 100%
  • Network Applications 100%
  • Human-AI Interaction 100%

• Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications

  Grabe, I., Duque, M. G., Risi, S. & Zhu, J., 2022, Joint Proceedings of the ACM IUI Workshops 2022, March 2022, Helsinki, Finland.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• Variational Neural Cellular Automata

  Berg Palm, R., Duque, M. G., Sudhakaran, S. & Risi, S., 2022, I: International Conference on Learning Representations 2022.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  • Variational 100%
  • Neural Cellular Automata 100%
  • Generative Process 100%
  • Cellular Automata 100%
  • Generative Model 66%
• 2021

  Agency Deficits in a Human Genetic Model of Schizophrenia: Insights From 22q11DS Patients

  Salomon, R., Kannape, O. A., Debarba, H. G., Kaliuzhna, M., Schneider, M., Faivre, N., Eliez, S. & Blanke, O., 2021, I: Schizophrenia Bulletin. 48, 2, s. 495-540

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  • Schizophrenia 100%
  • Schizophrenia Models 100%
  • Human Genetics 100%
  • 22q11.2 Deletion Syndrome 100%
  • Genetic Model 100%

• A large-scale, light-weight, and soft braided robot manipulator with rapid expansion capabilities

  Støy, K., Walker, K. E., Nielsen, S. A., Ayres, P., Heinrich, M. K., Leon, D. A. & Cheheltan, A., 2021, 2021 IEEE 4th International Conference on Soft Robotics (RoboSoft). IEEE, s. 495-500 (Proceeedings, 2021 IEEE 4th International Conference on Soft Robotics (RoboSoft)).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Manipulator 100%
  • Robot Manipulator 100%
  • Rapid Expansion 100%
  • Robot 100%
  • Glass Fiber 100%

• Challenges in Generating Juice Effects For Automatically Designed Games

  Johansen, M. & Michael Cook, 11 okt. 2021, Proceedings of The 17th AAAI conference on Artificial Intelligence and Interactive Digital Entertainment. 1 udg. AAAI Press, Bind 17. s. 42-49 8 s. 10

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Juice 100%
  • Automated Game Design 100%
  • Design System 100%
  • Game Design 100%
  • System Design 66%

• Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning

  Bidragets oversatte titel: Håndtering af fjendtlige spillerstrategier i det neurale netværkspil iNNk gennem ensemble læringLöwe, M., Villareale, J., Freed, E., Sladek, A., Zhu, J. & Risi, S., aug. 2021.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Paper › Forskning › peer review

  • Neural Network 100%
  • Game Strategy 100%
  • Network Games 100%
  • Ensemble Learning 100%
  • Skill Level 20%

• EvoCraft: A New Challenge for Open-Endedness

  Grbic, D., Berg Palm, R., Najarro, E., Glanois, C. & Risi, S., 1 apr. 2021, I: Applications of Evolutionary Computation. 1, 15 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Fil

  • Open-mindedness 100%
  • Minecraft 100%
  • Open Source 100%
  • Grand Challenge 100%
  • Mechanical Component 100%

• Evolutionary Planning in Latent Space

  Olesen, T. V. A. N., Nguyen, D. T. T., Berg Palm, R. & Risi, S., 2021, International Conference on the Applications of Evolutionary Computation . EvoStar

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Latent Space 100%
  • World Model 100%
  • Evolution Planning 100%
  • Desirable Property 100%
  • Reinforcement Learning 100%

• Evolution of morphology in a voxel based robot

  Helmut Hauser, 19 jul. 2021, I: ALIFE : proceedings of the artificial life conference.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

  • Robotics 100%
  • Biological Systems 100%
  • Soft Robot 100%
  • Material Properties 100%
  • Adaptivity 100%

• Evolving and Merging Hebbian Learning Rules: Increasing Generalization by Decreasing the Number of Rule

  Bidragets oversatte titel: Evolution og Reduktion af Hebbianske Læringsregler: Forbedrelse af Generalisering ved at Mindske Antallet af ReglerWinther Pedersen, J. & Risi, S., 10 jul. 2021.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Paper › Forskning › peer review

• Fast Game Content Adaptation Through Bayesian-based Player Modelling

  González-Duque, M., Berg Palm, R. & Risi, S., 2021, I: Proceedings of the 2021 IEEE Conference on Games (CoG).

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  • Game Content 100%
  • Dynamic Difficulty Adjustment 100%
  • Player Modeling 100%
  • Content Adaptation 100%
  • Data Mining 100%

• Growing 3D Artefacts and Functional Machines with Neural Cellular Automata

  Sudhakaran, S., Grbic, D., Li, S., Katona, A., Najarro, E., Glanois, C. & Risi, S., 19 jul. 2021, I: Artificial Life Conference Proceedings . 2021, 9 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Fil

  • 3D Artifacts 100%
  • Neural Cellular Automata 100%
  • Cellular Automata 100%
  • Neural Network 100%
  • Single-pixel 20%

• Growing Simulated Robots with Environmental Feedback: an Eco-Evo-Devo Approach

  Helmut Hauser, Walker, K. E. & Risi, S., 10 jul. 2021, I: GECCO.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

  • Simulated Robot 100%
  • Environmental Feedback 100%
  • Evo-devo 100%
  • Evo-Devo Approach 100%
  • Robot 100%

• Improving Object Detection in Art Images Using Only Style Transfer

  Kadish, D., Risi, S. & Løvlie, A. S., 2021, I: 2021 International Joint Conference on Neural Networks (IJCNN).

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

• Justitia ex Machina: The Case for Automating Morals

  Berg Palm, R. & Schwöbel, P., 2021, I: The Gradient.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Formidling

  Åben adgang

• Lightweight Quaternion Transition Generation with Neural Networks

  Geleijn, R., Radziszewski, A., Beryl van Straaten, J. & Debarba, H. G., 2021, 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). IEEE

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferenceabstrakt i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Neural Network 100%
  • Quaternion 100%
  • Mean Absolute Error 100%
  • Arithmetic Operation 100%
  • Network Architecture 100%

• On the Use of Handheld Augmented Reality for Inventory Tasks: A Study with Magazine Retailers

  Mitts, P. & Debarba, H. G., 2021, Lecture Notes in Computer Science: Human-Computer Interaction – INTERACT 2021. Springer, (Lecture Notes in Computer Science, Bind 12932).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • App Prototype 100%
  • Handheld Augmented Reality 100%
  • Retailers 100%
  • Augmented Reality 100%
  • Research Design 100%

• Player-AI Interaction: What Neural Network Games Reveal About AI as Play

  Zhu, J., Villareale, J., Javvaji, N., Risi, S., Löwe, M., Weigelt, R. & Harteveld, C., maj 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 77

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Neural Network 100%
  • Artificial Intelligence 100%
  • Network Games 100%
  • Intelligent Interaction 62%
  • Interaction Patterns 12%

• Rapid Risk Minimization with Bayesian Models Through Deep Learning Approximation

  Bidragets oversatte titel: Hurtig risiko minimering med Bayesianske modeller via deep learning approximationLöwe, M., Lunnemann, P. & Risi, S., 2021.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Paper › Forskning › peer review

• Regenerating Soft Robots through Neural Cellular Automata

  Kazuya Horibe, 1 maj 2021, I: EVOSTAR 2021.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  • Soft Robot 100%
  • Neural Cellular Automata 100%
  • Cellular Automata 100%
  • Regenerability 42%
  • Local Cells 28%

• Safer Reinforcement Learning through Transferable Instinct Networks

  Grbic, D. & Risi, S., 19 jul. 2021, I: Artificial Life Conference Proceedings . 2021, 10 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Fil

  • Instinct 100%
  • Safe Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Safety-critical 33%
  • Multi-task 33%

• Squeezer - A Mixed-Initiative Tool for Designing Juice Effects

  Johansen, M., Pichlmair, M. & Risi, S., 16 sep. 2021, Proceedings of The 16th International Conference on the Foundations of Digital Games (FDG) 2021 (FDG’21). Association for Computing Machinery, 11 s. 37

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Mixed-initiative 100%
  • Juice 100%
  • Squeezers 100%
  • Building Block 100%
  • Common Type 100%