Picbreeder: A Case Study in Collaborative Evolutionary Exploration of Design Space

No abstract is available for this paper.

• Publication year

  2011

• Venue

  Evolutionary Computation

• Publication date

  2011-09-01

• Fields of study

  Medicine, Computer Science

• Identifiers
  DOI 10.1162/EVCO_a_00030PMID 20964537
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Apophysis

  2013cited by this paper
• Competitive Coevolution through Evolutionary Complexification

  2011influential reference
• Hackers & Painters: Big Ideas from the Computer Age

  2010cited by this paper
• How novelty search escapes the deceptive trap of learning to learn

  2009cited by this paper
• Exploiting functional relationships in musical composition

  2009cited by this paper
• Picbreeder: evolving pictures collaboratively online

  2008cited by this paper
• Discovering Several Robot Behaviors through Speciation

  2008cited by this paper
• Facing the Future: Evolutionary Possibilities forHuman-Machine Creativity

  2008influential reference
• Measurement of the top-quark mass with dilepton events selected using neuroevolution at CDF.

  2008cited by this paper
• The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music

  2007cited by this paper
• Compositional pattern producing networks: A novel abstraction of development

  2007influential reference
• ManyEyes: a Site for Visualization at Internet Scale

  2007cited by this paper
• NEAT Particles: Design, Representation, and Animation of Particle System Effects

  2007cited by this paper
• GP-Music: An Interactive Genetic Programming System for Music Generation with Automated Fitness Raters

  2007cited by this paper
• Fab@Home: the personal desktop fabricator kit

  2007cited by this paper
• Creativity support tools: accelerating discovery and innovation

  2007cited by this paper
• Mona Lisa: Inside the Painting

  2006cited by this paper
• Conflict Resolution and a Framework for Collaborative Interactive Evolution

  2006influential reference
• Evolving a real-world vehicle warning system

  2006cited by this paper
• Exploiting Regularity Without Development

  2006cited by this paper
• Comparing evolutionary and temporal difference methods in a reinforcement learning domain

  2006cited by this paper
• Toward greater artistic control for interactive evolution of images and animation

  2006influential reference
• Real-Time Evolution in the NERO Video Game (Winner of CIG 2005 Best Paper Award)

  2005cited by this paper
• The Electric Sheep Screen-Saver: A Case Study in Aesthetic Evolution

  2005influential reference
• Neuroevolution of an automobile crash warning system

  2005cited by this paper
• Pfeiffer - A Distributed Open-ended Evolutionary System

  2005influential reference
• Evolving a Roving Eye for Go

  2004influential reference
• A Taxonomy for Artificial Embryogeny

  2003cited by this paper
• Creating High-Level Components with a Generative Representation for Body-Brain Evolution

  2002cited by this paper
• All the Truth About NEvAr

  2002influential reference
• Efficient Reinforcement Learning Through Evolving Neural Network Topologies

  2002influential reference
• Evolving Neural Networks through Augmenting Topologies

  2002influential reference
• Eons of genetically evolved algorithmic images

  2001cited by this paper
• Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation

  2001influential reference
• Repeated structure and dissociation of genotypic and phenotypic complexity in artificial ontogeny

  2001cited by this paper
• A 3D modeling system for creative design

  2001influential reference
• Music Composition with Interactive Evolutionary Computation

  2000cited by this paper
• Automatic design and manufacture of robotic lifeforms

  2000cited by this paper
• Evolving Expressions and Art by Choice

  2000cited by this paper
• Incorporating human preference into content-based image retrieval using interactive genetic algorithm

  1999cited by this paper
• Increasing Genomic Complexity by Gene Duplication and the Origin of Vertebrates

  1999cited by this paper
• Three Ways to Grow Designs: A Comparison of Embryogenies for an Evolutionary Design Problem

  1999cited by this paper
• Faust Music On Line: An Approach to Real-Time Collective Composition on the Internet

  1999cited by this paper
• Computer Supported Cooperative Work: New challenges to systems design

  1999cited by this paper
• SBART 2.4: breeding 2D CG images and movies and creating a type of collage

  1999influential reference
• Faust Music On Line: An Approach to Real-Time Collective Composition on the Internet

  1999cited by this paper
• Zebrafish hox clusters and vertebrate genome evolution.

  1998cited by this paper
• Fundamental neuroscience

  1997cited by this paper
• Understanding the nature of design

  1997cited by this paper
• A comparison between cellular encoding and direct encoding for genetic neural networks

  1996cited by this paper
• Two Applications of Genetic Algorithms to Component Design

  1996influential reference
• Aesthetic Selection: The Evolutionary Art of Steven Rooke [About the Cover]

  1996influential reference
• Morphogenic Evolutionary Computations: Introduction, Issues and Examples

  1995cited by this paper
• Morphogenic Evolutionary Computations: Introduction, Issues and Example

  1995cited by this paper
• Recovering system of the distorted speech using interactive genetic algorithms

  1995cited by this paper
• Homeotic genes and the evolution of arthropods and chordates

  1995cited by this paper
• The Role of Development in Genetic Algorithms

  1994cited by this paper
• Computer-supported cooperative work: history and focus

  1994cited by this paper
• GenJam: A Genetic Algorithm for Generating Jazz Solos

  1994influential reference
• Groupware and social dynamics: eight challenges for developers

  1994cited by this paper
• Towards Automated Artificial Evolution for Computer-generated Images

  1993cited by this paper
• Sonomorphs: An application of genetic algorithms to the growth and development of musical organisms

  1993cited by this paper
• Interactive evolution of L-System grammars for computer graphics modelling

  1993cited by this paper
• Evolutionary Art and Computers

  1992cited by this paper
• Artificial evolution for computer graphics

  1991cited by this paper
• Designing Biomorphs with an Interactive Genetic Algorithm

  1991cited by this paper
• Tracking a Criminal Suspect Through "Face-Space" with a Genetic Algorithm

  1991cited by this paper
• Approximation by superpositions of a sigmoidal function

  1989cited by this paper
• The Blind Watchmaker

  1987cited by this paper
• The Evolution of Evolvability

  1987cited by this paper
• Encouraging participation

  1986cited by this paper

• Quality-Diversity Optimization as Multi-Objective Optimization

  2026cites this paper
• AI Co-Artist: A LLM-Powered Framework for Interactive GLSL Shader Animation Evolution

  2025cites this paper
• ImageBreeder: Guiding Diffusion Models with Evolutionary Computation

  2025cites this paper
• Automating the Search for Artificial Life With Foundation Models.

  2025cites this paper
• Exploring Definitions of Quality and Diversity in Sonic Measurement Spaces

  2025cites this paper
• Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis

  2025influential citation
• Demonstrating DreamGarden: A Designer Assistant for Growing Games from a Single Prompt

  2025cites this paper
• CPPN2WFC: Extending Wave Function Collapse to Generate Globally Coherent Content

  2025cites this paper
• From Metrics to Meaning: Time to Rethink Evaluation in Human–AI Collaborative Design

  2024cites this paper
• Self-Replicating and Self-Employed Smart Contract on Ethereum Blockchain

  2024cites this paper
• Populating cellular metamaterials on the extrema of attainable elasticity through neuroevolution

  2024cites this paper
• Cultivating Open-Earedness with Sound Objects discovered by Open-Ended Evolutionary Systems

  2024cites this paper
• Does mapping elites illuminate search spaces? A large-scale user study of MAP-Elites applied to human-AI collaborative design

  2024cites this paper
• DreamGarden: A Designer Assistant for Growing Games from a Single Prompt

  2024cites this paper
• Towards Sound Innovation Engines Using Pattern-Producing Networks and Audio Graphs

  2024cites this paper
• MESHing Minds: Bridging the Gap Between Creativity and IoT Programming Through Collaborative Mixed Reality

  2024cites this paper
• An Analysis of the Ingredients for Learning Interpretable Symbolic Regression Models with Human-in-the-loop and Genetic Programming

  2024cites this paper
• From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models

  2024cites this paper
• Open-endedness in synthetic biology: A route to continual innovation for biological design

  2024cites this paper
• Automating the Search for Artificial Life with Foundation Models

  2024cites this paper
• Biomaker CA: a Biome Maker project using Cellular Automata

  2023influential citation
• Interactive Latent Diffusion Model

  2023cites this paper
• Controllable Exploration of a Design Space via Interactive Quality Diversity

  2023cites this paper
• Framework for unsupervised incremental evolution of stylized images

  2023cites this paper
• An Efficient Way of Introducing Gender Into Evolutionary Algorithms

  2023cites this paper
• Art and the science of generative AI

  2023cites this paper
• Hierarchically Composing Level Generators for the Creation of Complex Structures

  2023cites this paper
• EvoIsland: interactive evolution via an island-inspired spatial user interface framework

  2022cites this paper
• Evolution of neural networks

  2022cites this paper
• Exploring expression-based generative adversarial networks

  2022cites this paper
• Co-creation and ownership for AI radio

  2022cites this paper
• Assessing evolutionary terrain generation methods for curriculum reinforcement learning

  2022cites this paper
• Toward Modeling Creative Processes for Algorithmic Painting

  2022cites this paper
• On Mixed-Initiative Content Creation for Video Games

  2022cites this paper
• Structural Learning in Artificial Neural Networks: A Neural Operator Perspective

  2022cites this paper
• Quality-diversity for aesthetic evolution

  2022cites this paper
• Evolutionary design of neural network architectures: a review of three decades of research

  2021cites this paper
• Hybrid Neuroevolution – Brejchová K

  2021cites this paper
• Growing and Evolving 3-D Prints

  2021cites this paper
• Hybrid Encoding for Generating Large Scale Game Level Patterns With Local Variations

  2021cites this paper
• Designer Modeling for Personalized Game Content Creation Tools

  2021cites this paper
• Interactive, Efficient and Creative Image Generation Using Compositional Pattern-Producing Networks

  2021cites this paper
• Generative Art Using Neural Visual Grammars and Dual Encoders

  2021cites this paper
• A biological perspective on evolutionary computation

  2021cites this paper
• Model learning with personalized interpretability estimation (ML-PIE)

  2021cites this paper
• Incremental Evolution of Stylized Images

  2021cites this paper
• MAP-Elites Enables Powerful Stepping Stones and Diversity for Modular Robotics

  2020cites this paper
• EvoCraft: A New Challenge for Open-Endedness

  2020cites this paper
• Accelerating Evolutionary Design Exploration with Predictive and Generative Models. (Accélérer l'exploration de la conception par algorithme évolutionniste grâce à des modèles prédictifs et génératifs)

  2020cites this paper
• Web as an Evolutionary Ecosystem: Emergence of Keystone Species

  2020cites this paper
• Evolving the Behavior of Machines: From Micro to Macroevolution

  2020influential citation
• Hierarchically-Organized Latent Modules for Exploratory Search in Morphogenetic Systems

  2020cites this paper
• Cooperative Serendipitous Discoveries with Interactive Evolutionary Computation: a case study with 3D models

  2020cites this paper
• Quantum Zentanglement: Combining Picbreeder and Wave Function Collapse to Create Zentangles®

  2020cites this paper
• Evolution of neural networks

  2020cites this paper
• Interpolating GANs to Scaffold Autotelic Creativity

  2020cites this paper
• Interactive evolution and exploration within latent level-design space of generative adversarial networks

  2020influential citation
• CPPN2GAN: combining compositional pattern producing networks and GANs for large-scale pattern generation

  2020cites this paper
• Evolving Virtual Embodied Agents Using External Artifact Evaluations

  2020cites this paper
• Point of Contact

  2020cites this paper
• Evolution of Complex Coordinated Behavior

  2020cites this paper
• Who Gets Credit for AI-Generated Art?

  2020cites this paper
• Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization

  2020cites this paper
• Procedural Content Generation through Quality Diversity

  2019cites this paper
• An Embodied Approach to AI Art Collaboration

  2019cites this paper
• Epigenetic evolution of deep convolutional models

  2019cites this paper
• Breaking the Mould An Evolutionary Quest for Innovation Through Style Change

  2019cites this paper
• Adversarial Evolution and Deep Learning - How Does an Artist Play with Our Visual System?

  2019cites this paper
• Infinite Art Gallery: A Game World of Interactively Evolved Artwork

  2019influential citation
• Designing neural networks through neuroevolution

  2019cites this paper
• CG-GAN: An Interactive Evolutionary GAN-based Approach for Facial Composite Generation)

  2019cites this paper
• Why Open-Endedness Matters

  2019cites this paper
• Automating Knowledge Transfer with Multi-Task Optimization

  2019cites this paper
• The Q*bird Level Designer: User-assisted procedural level design in augmented reality

  2019cites this paper
• The Image Artist: Computer Generated Art Based on Musical Input

  2018cites this paper
• Evolving continuous cellular automata for aesthetic objectives

  2018cites this paper
• Collaborative interactive evolution in minecraft

  2018cites this paper
• The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities

  2018cites this paper
• Non-photorealistic Rendering with Cartesian Genetic Programming Using Graphics Processing Units

  2018cites this paper
• Age-Layered Novelty Search

  2018cites this paper
• CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication

  2018cites this paper
• Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization

  2018cites this paper
• Towards the targeted environment-specific evolution of robot components

  2018cites this paper
• 2019 IEEE Conference on Games (CoG)

  2018cites this paper
• Evolution of neural networks

  2018cites this paper
• Querying across time to interactively evolve animations

  2018cites this paper
• Adversarial Image Generation Using Evolution and Deep Learning

  2018cites this paper
• 1D Printing of Recyclable Robots

  2017cites this paper
• The Emergence of Canalization and Evolvability in an Open-Ended, Interactive Evolutionary System

  2017cites this paper
• Printing of Recyclable Robots

  2017cites this paper
• Mixed-Initiative Creative Drawing with webIconoscope

  2017cites this paper
• Exploiting the social graph: Increasing engagement in a collaborative Interactive Evolution application

  2017influential citation
• Rapid and thorough exploration of low dimensional phenotypic landscapes

  2017cites this paper
• Interactive Evolution of Complex Behaviours Through Skill Encapsulation

  2017cites this paper
• One-Dimensional Printing of Recyclable Robots

  2017cites this paper
• Computer generated art based on musical input

  2017cites this paper
• Co-Evolving Line Drawings with Hierarchical Evolution

  2017cites this paper
• Evaluation and modelling of perceived audio quality in popular music, towards intelligent music production

  2017cites this paper
• NMODE - Neuro-MODule Evolution.

  2017influential citation
• Evolution of neural networks

  2017cites this paper