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04/05/2023
AutoRL Hyperparameter Landscapes
Although Reinforcement Learning (RL) has shown to be capable of producin...
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05/30/2022
Elastic Monte Carlo Tree Search with State Abstraction for Strategy Game Playing
Strategy video games challenge AI agents with their combinatorial search...
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04/21/2021
Portfolio Search and Optimization for General Strategy Game-Playing
Portfolio methods represent a simple but efficient type of action abstra...
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04/17/2021
Generating Diverse and Competitive Play-Styles for Strategy Games
Designing agents that are able to achieve different play-styles while ma...
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09/25/2020
Design and Implementation of TAG: A Tabletop Games Framework
This document describes the design and implementation of the Tabletop Ga...
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09/11/2020
The Design Of "Stratega": A General Strategy Games Framework
Stratega, a general strategy games framework, has been designed to foste...
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09/01/2019
Learning Local Forward Models on Unforgiving Games
This paper examines learning approaches for forward models based on loca...
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03/29/2019