1 code implementation • 1 Mar 2024 • Dominik Jeurissen, Diego Perez-Liebana, Jeremy Gow, Duygu Cakmak, James Kwan
In contrast, agents tested in dynamic robot environments face limitations due to simplistic environments with only a few objects and interactions.
1 code implementation • 19 Jul 2023 • Martin Balla, George E. M. Long, Dominik Jeurissen, James Goodman, Raluca D. Gaina, Diego Perez-Liebana
To bridge this gap, we introduce PyTAG, a Python API for interacting with the Tabletop Games framework (TAG).
1 code implementation • 21 Apr 2021 • Alexander Dockhorn, Jorge Hurtado-Grueso, Dominik Jeurissen, Linjie Xu, Diego Perez-Liebana
Portfolio methods represent a simple but efficient type of action abstraction which has shown to improve the performance of search-based agents in a range of strategy games.
no code implementations • 17 Apr 2021 • Diego Perez-Liebana, Cristina Guerrero-Romero, Alexander Dockhorn, Linjie Xu, Jorge Hurtado, Dominik Jeurissen
Designing agents that are able to achieve different play-styles while maintaining a competitive level of play is a difficult task, especially for games for which the research community has not found super-human performance yet, like strategy games.
no code implementations • 11 Sep 2020 • Diego Perez-Liebana, Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen
Stratega, a general strategy games framework, has been designed to foster research on computational intelligence for strategy games.