Sebastian Risi

Publikation

Publikationer pr. år 2007 2015 2016 2017 2018 2019 2020 2021 2024

• 71 Konferencebidrag i proceedings
• 21 Tidsskriftartikel
• 14 Konferenceartikel
• 13 Bidrag til bog/antologi
• 14 Mere
  • 7 Paper
  • 2 Konferenceabstrakt i proceedings
  • 2 Konferenceabstrakt til konference
  • 1 Rapport
  • 1 Kommentar/debat
  • 1 Andet bidrag

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%
• 2023

  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%

• 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%

• 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%

• 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

  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%

• Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures

  Risi, S. & Stanley, K. O., 2021, Proceedings of the AAAI Conference on Artificial Intelligence. 14 udg. AAAI Press, Bind 35. s. 12391-12399 9 s.

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

  Fil

• 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%

• 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

• 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%

• Testing the Genomic Bottleneck Hypothesis in Hebbian Meta-Learning

  Palm, R. B., Najarro, E. & Risi, S., 2021, I: Proceedings of Machine Learning Research. 148

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

  Åben adgang

  • Meta-learning 100%
  • Hebbian 100%
  • Bottleneck Hypothesis 100%
  • Hebbian Learning Rule 100%
  • Synapse 100%

• Utopian or Dystopian?: Using a ML-Assisted image generation game to empower the general public to envision the future

  Rafner, J., Langsford, S., Philipsen, L., Risi, S., Hjorth, A., Simon, J., Gajdacz, M. & Sherson, J., 1 jun. 2021, Creativity and cognition (C&C '21). United States: Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

  Åben adgang

  Fil

  • Machine Learning 100%
  • Sustainable Development Goals 100%
  • General Public 100%
  • CreA 100%
  • Image Generation 100%
• 2020

  Adapting to a changing environment: Simulating the effects of noise on animal sonification

  Kadish, D. & Risi, S., 14 jul. 2020, ALIFE 2020: The 2020 Conference on Artificial Life. Bongard, J., J. L., Hebert-Dufrésne, L., Dasari, R. & Soros, L. (red.). 32 udg. MIT Press, s. 687-695 9 s. (Artificial Life Conference Proceedings ).

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

  Åben adgang

  Fil

  • Soundscape 100%
  • Changing Environment 100%
  • Noise Effects 100%
  • Sonification 100%
  • Animal Population 100%

• Bootstrapping Conditional GANs for Video Game Level Generation

  Torrado, R. R., Khalifa, A., Green, M. C., Justesen, N., Risi, S. & Togelius, J., 2020, 2020 IEEE Conference on Games (CoG). IEEE, Bind 1. s. 41-48 8 s.

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

  Fil

• CG-GAN: An Interactive Evolutionary GAN-Based Approach for Facial Composite Generation

  Zaltron, N., Zurlo, L. & Risi, S., 1 apr. 2020, Proceedings of the AAAI Conference on Artificial Intelligence. 03 udg. Association for the Advancement of Artificial Intelligence, Bind 34. s. 2544-2551 8 s. (Proceedings of the AAAI Conference on Artificial Intelligence).

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

  Åben adgang

  Fil

• CPPN2GAN: Combining Compositional Pattern Producing Networks and GANs for Large-Scale Pattern Generation

  Schrum, J., Volz, V. & Risi, S., 2020, Proceedings of the 2020 Genetic and Evolutionary Computation Conference. New York, NY, USA: Association for Computing Machinery, s. 139–147 (GECCO '20).

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

  Fil

  • Compositional Pattern Producing Networks 100%
  • Large-scale Patterns 100%
  • Generative Adversarial Networks 100%
  • Evolution 100%
  • Phosphatidylserine 100%

• Crea.Blender: A Neural Network-Based Image Generation Game to Assess Creativity

  Rafner, J., Hjorth, A., Risi, S., Philipsen, L., Dumas, C., Biskjær, M. M., Noy, L., Tylén, K., Bergenholtz, C., Lynch, J., Zana, B. & Sherson, J., 2020, Extended Abstracts of the 2020 Annual Symposium on Computer-Human Interaction in Play. New York, NY, USA: Association for Computing Machinery, s. 340–344

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

  Fil

  • Neural Network 100%
  • CreA 100%
  • Image Generation 100%
  • Blender 100%
  • Creativity Assessment 100%

• Deep learning for procedural content generation

  Liu, J., Snodgrass, S., Khalifa, A., Risi, S., Yannakakis, G. N. & Togelius, J., 2020, I: Neural Computing and Applications. 33, s. 19–37 19 s.

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

  Fil

• Evolving HyperNetworks for Game-Playing Agents

  Carvelli, C., Grbic, D. & Risi, S., 8 jul. 2020, GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, s. 71-72 2 s.

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

  Åben adgang

  Fil

  • Game Agent 100%
  • Hypernetwork 100%
  • Neural Network 100%
  • Game Playing 100%
  • Deep Reinforcement Learning 100%

• Finding Game Levels with the Right Difficulty in a Few Trials through Intelligent Trial-and-Error

  González-Duque, M., Berg Palm, R., Ha, D. & Risi, S., 2020, Proceedings of the 2020 IEEE Conference on Games (CoG). IEEE, s. 503-510 8 s.

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

  Fil

  • Game Level 100%
  • Target Difficulty 100%
  • Intelligent Trial-and-Error 100%
  • Tree Search 100%
  • Artificial Intelligence 100%

• From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI

  Risi, S. & Preuss, M., 2020, I: KI - Künstliche Intelligenz. 34, 1, s. 7-17 11 s.

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

  Åben adgang

  Fil

  • Chess 100%
  • Game AI 100%
  • StarCraft 100%
  • Atari 100%
  • Artificial Intelligence 100%

• Increasing generality in machine learning through procedural content generation

  Risi, S. & Togelius, J., 2020, I: Nature Machine Intelligence. 2, 8, s. 428-436 9 s.

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

  Fil

  • Machine Learning 100%
  • Learning System 100%
  • Procedural Content Generation 100%
  • Robot 50%
  • Artificial Intelligence 25%

• iNNk: A Multi-Player Game to Deceive a Neural Network

  Villareale, J., Acosta-Ruiz, A. V., Arcaro, S. A., Fox, T., Freed, E., Gray, R. C., Löwe, M., Nuchprayoon, P., Sladek, A., Weigelt, R., Li, Y., Risi, S. & Zhu, J., 1 nov. 2020, CHI PLAY '20: Extended Abstracts of the 2020 Annual Symposium on Computer-Human Interaction in Play. s. 33-37 4 s.

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

  Åben adgang

  Fil

  • Neural Network 100%
  • Codeword 100%
  • Challenger 100%
  • Passive Consumer 100%
  • Playful Environment 100%

• Interactive Evolution and Exploration within Latent Level-Design Space of Generative Adversarial Networks

  Schrum, J., Gutierrez, J., Volz, V., Liu, J., Lucas, S. & Risi, S., 2020, Proceedings of the 2020 Genetic and Evolutionary Computation Conference. New York, NY, USA: Association for Computing Machinery, s. 148–156

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

  Fil

  • Level Design 100%
  • Interactive Evolutionary Computation 100%
  • Design Space 100%
  • Generative Adversarial Networks 100%
  • Interactive Exploration 100%

• Learning a Behavioral Repertoire from Demonstrations

  Justesen, N., González-Duque, M., Cabarcas, D., Mouret, J.-B. & Risi, S., 2020, Proceedings of the 2020 IEEE Conference on Games. IEEE, s. 383-390 8 s.

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

  Fil

  • Behavioral Repertoire 100%
  • Imitation Learning 100%
  • Reinforcement Learning 100%
  • Neural Network 100%
  • Dimensionality Reduction 100%

• Meta-Learning through Hebbian Plasticity in Random Networks

  Najarro, E. & Risi, S., 7 dec. 2020, I: Advances in Neural Information Processing Systems. 33

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

  Åben adgang

  Fil

  • Reinforcement Learning 100%
  • Neural Network 100%
  • Hebbian Learning 100%
  • Biological Brain 100%
  • Morphology 100%

• Safe Reinforcement Learning through Meta-learned Instincts

  Grbic, D. & Risi, S., 13 jul. 2020, ALIFE 2020: The 2020 Conference on Artificial Life. 32 udg. MIT Press, s. 183-291 8 s. (Artificial Life Conference Proceedings ).

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

  Fil

  • Reinforcement Learning 100%
  • No-go Zones 100%
  • Trained Network 66%
  • Evolutionary Training 50%
  • Hazardous Levels 50%

• Safer reinforcement learning through evolved instincts

  Grbic, D. & Risi, S., jul. 2020, GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, s. 77-78 2 s.

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

  Fil

  • Reinforcement Learning 100%
  • Instinct 100%
  • Hazard Zone 100%
  • Safe Reinforcement Learning 100%
  • New Targets 100%

• Squeezer - A Tool for Designing Juicy Effects

  Johansen, M., Pichlmair, M. & Risi, S., 2 nov. 2020, CHI PLAY '20: Extended Abstracts of the 2020 Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery, s. 282–286 4 s.

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

  Åben adgang

  Fil

  • Squeezers 100%
  • usability test 100%
  • Iteration Time 100%
  • Usability Testing 25%
  • Sound Effects 25%
• 2019

  An artificial life approach to studying niche differentiation in soundscape ecology

  Kadish, D., Risi, S. & Beloff, L., 2019, The 2019 Conference on Artificial Life: A Hybrid of the European Conference on Artificial Life (ECAL) and the International Conference on the Synthesis and Simulation of Living Systems (ALIFE). MIT Press, s. 52-59 8 s.

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

  Åben adgang

  Fil

  • Artificial Life 100%
  • Soundscape 100%
  • Approaches to Studying 100%
  • Niche Differentiation 100%
  • Soundscape Ecology 100%

• Blood bowl: A new board game challenge and competition for AI

  Justesen, N., Uth, L. M., Jakobsen, C., Togelius, J. & Risi, S., 2019, 2019 IEEE Conference on Games (CoG). IEEE, s. 1-8 8 s.

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

  Åben adgang

  Fil

  • Artificial Intelligence 100%
  • Board Games 100%
  • Game Challenge 100%
  • Game Competition 100%
  • Stochastics 100%

• Deep learning for video game playing

  Justesen, N., Bontrager, P., Togelius, J. & Risi, S., 2019, I: IEEE Transactions on Games.

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

  Åben adgang

  Fil

  • Deep Learning for Videos 100%
  • Video Game Playing 100%
  • Arcade Game 100%
  • Decision Space 50%

• Deep Neuroevolution of Recurrent and Discrete World Models

  Risi, S. & Stanley, K., 2019, GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference. Association for Computing Machinery, s. 456-462

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

  Åben adgang

  Fil

  • Cognitive System 100%
  • Genetic Algorithm 100%
  • Decision-Making 100%
  • Reinforcement Learning 100%
  • Visual Informations 100%

• Learning Abstract Forward Models

  Perez, D., Risi, S., Liapis, A., Preuss, M., Lucas, S., Richoux, F., Burelli, P. & Nelson, M., 27 jun. 2019, National Institute of Informatics. 2 s.

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

  Fil

• MAP-Elites for noisy domains by adaptive sampling

  Justesen, N., Risi, S. & Mouret, J.-B., 2019, Proceedings of the Genetic and Evolutionary Computation Conference Companion: GECCO '19. Association for Computing Machinery, s. 121-122 2 s.

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

  Åben adgang

  Fil

  • Quality Diversity 100%
  • MAP-Elites 100%
  • Adaptive Sampling 100%
  • Noisy Domains 100%
  • Fitness Function 100%

• Towards Continual Reinforcement Learning through Evolutionary Meta-Learning

  Grbic, D. & Risi, S., 17 jul. 2019, Towards Continual Reinforcement Learning through Evolutionary Meta-Learning. 2019 udg. New York, NY, USA: Association for Computing Machinery, Bind Proceedings of the Genetic and Evolutionary Computation Conference Companion. s. 119-120 2 s.

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

  Åben adgang

  Fil

  • Reinforcement Learning 100%
  • Continuous-time Reinforcement Learning 100%
  • Execution Time 40%
  • Deep Reinforcement Learning (deep RL) 33%
  • Reinforcement Learning Approach 33%

• Video Game Description Language Environment for Unity Machine Learning Agents

  Johansen, M., Pichlmair, M. & Risi, S., 1 aug. 2019, 2019 IEEE Conference on Games (CoG). IEEE, 8 s.

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

  Åben adgang

  Fil

  • videogame 100%
  • Learning Agent 100%
  • Machine Learning 100%
  • Learning System 100%
  • Language Environment 100%