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09/18/2023
Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules
Automated game design (AGD), the study of automatically generating game ...
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09/08/2023
Active Learning for Classifying 2D Grid-Based Level Completability
Determining the completability of levels generated by procedural generat...
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06/29/2023
Game Level Blending using a Learned Level Representation
Game level blending via machine learning, the process of combining featu...
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04/27/2023
Level Assembly as a Markov Decision Process
Many games feature a progression of levels that doesn't adapt to the pla...
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08/15/2022
tile2tile: Learning Game Filters for Platformer Style Transfer
We present tile2tile, an approach for style transfer between levels of t...
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06/28/2022
Latent Combinational Game Design
We present an approach for generating playable games that blend a given ...
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03/09/2022
On Linking Level Segments
An increasingly common area of study in procedural content generation is...
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09/02/2021
A Reasoning Engine for the Gamification of Loop-Invariant Discovery
We describe the design and implementation of a reasoning engine that fac...
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02/24/2021
Generating and Blending Game Levels via Quality-Diversity in the Latent Space of a Variational Autoencoder
Several recent works have demonstrated the use of variational autoencode...
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10/13/2020
Conditional Level Generation and Game Blending
Prior research has shown variational autoencoders (VAEs) to be useful fo...
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07/25/2020
Towards Game Design via Creative Machine Learning (GDCML)
In recent years, machine learning (ML) systems have been increasingly ap...
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07/17/2020
Sequential Segment-based Level Generation and Blending using Variational Autoencoders
Existing methods of level generation using latent variable models such a...
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02/27/2020
Controllable Level Blending between Games using Variational Autoencoders
Previous work explored blending levels from existing games to create lev...
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06/26/2018
The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games
Multiplayer Online Battle Arena (MOBA) games have received increasing po...
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06/26/2018
