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02/11/2023
Level Generation Through Large Language Models
Large Language Models (LLMs) are powerful tools, capable of leveraging t...
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06/27/2022
Learning Controllable 3D Level Generators
Procedural Content Generation via Reinforcement Learning (PCGRL) foregoe...
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06/11/2022
Mutation Models: Learning to Generate Levels by Imitating Evolution
Search-based procedural content generation (PCG) is a well-known method ...
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04/11/2022
Persona-driven Dominant/Submissive Map (PDSM) Generation for Tutorials
In this paper, we present a method for automated persona-driven video ga...
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03/24/2022
Predicting Personas Using Mechanic Frequencies and Game State Traces
We investigate how to efficiently predict play personas based on playtra...
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08/06/2021
Impressions of the GDMC AI Settlement Generation Challenge in Minecraft
The GDMC AI settlement generation challenge is a PCG competition about p...
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05/17/2021
Physics-informed attention-based neural network for solving non-linear partial differential equations
Physics-Informed Neural Networks (PINNs) have enabled significant improv...
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05/10/2021
Exploring open-ended gameplay features with Micro RollerCoaster Tycoon
This paper introduces MicroRCT, a novel open source simulator inspired b...
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03/27/2021
The AI Settlement Generation Challenge in Minecraft: First Year Report
This article outlines what we learned from the first year of the AI Sett...
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02/20/2021
Game Mechanic Alignment Theory and Discovery
We present a new concept called Game Mechanic Alignment theory as a way ...
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02/11/2020
Mech-Elites: Illuminating the Mechanic Space of GVGAI
This paper introduces a fully automatic method of mechanic illumination ...
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02/07/2020
Mario Level Generation From Mechanics Using Scene Stitching
This paper presents a level generation method for Super Mario by stitchi...
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10/03/2019
Bootstrapping Conditional GANs for Video Game Level Generation
Generative Adversarial Networks (GANs) have shown im-pressive results fo...
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09/06/2019
Automatic Critical Mechanic Discovery in Video Games
We present a system that automatically discovers critical mechanics in a...
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06/12/2019
General Video Game Rule Generation
We introduce the General Video Game Rule Generation problem, and the epo...
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06/11/2019
Two-step Constructive Approaches for Dungeon Generation
This paper presents a two-step generative approach for creating dungeons...
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06/11/2019
Organic Building Generation in Minecraft
This paper presents a method for generating floor plans for structures i...
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05/14/2019
Generative Design in Minecraft: Chronicle Challenge
We introduce the Chronicle Challenge as an optional addition to the Sett...
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04/18/2019
Intentional Computational Level Design
The procedural generation of levels and content in video games is a chal...
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03/27/2019
Tree Search vs Optimization Approaches for Map Generation
Search-based procedural content generation uses stochastic global optimi...
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01/16/2019
Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents
In this paper we propose a new training loop for deep reinforcement lear...
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09/28/2018
DATA Agent
This paper introduces DATA Agent, a system which creates murder mystery ...
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07/18/2018
Generating Levels That Teach Mechanics
The automatic generation of game tutorials is a challenging AI problem. ...
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07/11/2018
AtDelfi: Automatically Designing Legible, Full Instructions For Games
This paper introduces a fully automatic method for generating video game...
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05/30/2018
"Press Space to Fire": Automatic Video Game Tutorial Generation
We propose the problem of tutorial generation for games, i.e. to generat...
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05/30/2018
Data-driven Design: A Case for Maximalist Game Design
Maximalism in art refers to drawing on and combining multiple different ...
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03/27/2018
Generative Design in Minecraft (GDMC), Settlement Generation Competition
This paper introduces the settlement generation competition for Minecraf...
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02/19/2018
Automated Playtesting with Procedural Personas through MCTS with Evolved Heuristics
This paper describes a method for generative player modeling and its app...
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02/14/2018