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Alexander Dockhorn

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Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning

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Apr 15, 2024
Linjie Xu, Zichuan Liu, Alexander Dockhorn, Diego Perez-Liebana, Jinyu Wang, Lei Song, Jiang Bian

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AutoRL Hyperparameter Landscapes

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Apr 11, 2023
Aditya Mohan, Carolin Benjamins, Konrad Wienecke, Alexander Dockhorn, Marius Lindauer

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Elastic Monte Carlo Tree Search with State Abstraction for Strategy Game Playing

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May 30, 2022
Linjie Xu, Jorge Hurtado-Grueso, Dominic Jeurissen, Diego Perez Liebana, Alexander Dockhorn

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Portfolio Search and Optimization for General Strategy Game-Playing

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Apr 21, 2021
Alexander Dockhorn, Jorge Hurtado-Grueso, Dominik Jeurissen, Linjie Xu, Diego Perez-Liebana

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Generating Diverse and Competitive Play-Styles for Strategy Games

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Apr 17, 2021
Diego Perez-Liebana, Cristina Guerrero-Romero, Alexander Dockhorn, Dominik Jeurissen, Linjie Xu

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Design and Implementation of TAG: A Tabletop Games Framework

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Sep 25, 2020
Raluca D. Gaina, Martin Balla, Alexander Dockhorn, Raul Montoliu, Diego Perez-Liebana

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The Design Of "Stratega": A General Strategy Games Framework

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Sep 11, 2020
Diego Perez-Liebana, Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen

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Learning Local Forward Models on Unforgiving Games

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Sep 01, 2019
Alexander Dockhorn, Simon M. Lucas, Vanessa Volz, Ivan Bravi, Raluca D. Gaina, Diego Perez-Liebana

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A Local Approach to Forward Model Learning: Results on the Game of Life Game

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Mar 29, 2019
Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Perez-Liebana, Sanaz Mostaghim, Rudolf Kruse

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