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02/23/2023
Language Model Crossover: Variation through Few-Shot Prompting
This paper pursues the insight that language models naturally enable an ...
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04/28/2022
Watts: Infrastructure for Open-Ended Learning
This paper proposes a framework called Watts for implementing, comparing...
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03/03/2022
Transfer Dynamics in Emergent Evolutionary Curricula
PINSKY is a system for open-ended learning through neuroevolution in gam...
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12/07/2021
Deep Surrogate Assisted MAP-Elites for Automated Hearthstone Deckbuilding
We study the problem of efficiently generating high-quality and diverse ...
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10/13/2020
Video Game Level Repair via Mixed Integer Linear Programming
Recent advancements in procedural content generation via machine learnin...
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07/11/2020
Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network
Recent developments in machine learning techniques have allowed automati...
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12/05/2019
Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space
Quality Diversity (QD) algorithms like Novelty Search with Local Competi...
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07/15/2019
The Many AI Challenges of Hearthstone
Games have benchmarked AI methods since the inception of the field, with...
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07/02/2019
Evolving the Hearthstone Meta
Balancing an ever growing strategic game of high complexity, such as Hea...
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04/24/2019
Mapping Hearthstone Deck Spaces through MAP-Elites with Sliding Boundaries
Quality diversity (QD) algorithms such as MAP-Elites have emerged as a p...
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02/02/2017