Search Results for author:
Found 9 papers, 5 papers with code
Preference-Learning Emitters for Mixed-Initiative Quality-Diversity Algorithms
In mixed-initiative co-creation tasks, wherein a human and a machine jointly create items, it is important to provide multiple relevant suggestions to the designer.
Surrogate Infeasible Fitness Acquirement FI-2Pop for Procedural Content Generation
When generating content for video games using procedural content generation (PCG), the goal is to create functional assets of high quality.
Transfer Dynamics in Emergent Evolutionary Curricula
Furthermore, we analyze the impact of the minimal criterion on generated level diversity and inter-species transfer.
CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders
This work presents CLIPDraw, an algorithm that synthesizes novel drawings based on natural language input.
Selecting for Selection: Learning To Balance Adaptive and Diversifying Pressures in Evolutionary Search
Inspired by natural evolution, evolutionary search algorithms have proven remarkably capable due to their dual abilities to radiantly explore through diverse populations and to converge to adaptive pressures.
Exploring open-ended gameplay features with Micro RollerCoaster Tycoon
This paper introduces MicroRCT, a novel open source simulator inspired by the theme park sandbox game RollerCoaster Tycoon.
Say "Sul Sul!" to SimSim, A Sims-Inspired Platform for Sandbox Game AI
This paper proposes environment design in the life simulation game The Sims as a novel platform and challenge for testing divergent search algorithms.
Co-generation of game levels and game-playing agents
This paper introduces a POET-Inspired Neuroevolutionary System for KreativitY (PINSKY) in games, which co-generates levels for multiple video games and agents that play them.
Mapping Hearthstone Deck Spaces through MAP-Elites with Sliding Boundaries
Quality diversity (QD) algorithms such as MAP-Elites have emerged as a powerful alternative to traditional single-objective optimization methods.
