Raluca D. Gaina

According to our database, Raluca D. Gaina authored at least 36 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PyTAG: Tabletop Games for Multi-Agent Reinforcement Learning.

Martin Balla, George E. M. Long, James Goodman, Raluca D. Gaina, Diego Pérez-Liébana

CoRR, 2024

Unveiling modern board games: an ML-based approach to BoardGameGeek data analysis.

Dien Nguyen, Joshua Kritz, Raluca D. Gaina, Diego Perez Liebana

Proceedings of the IEEE Conference on Games, 2024

'Journeys in the Dark' - Towards Game Master AI in Complex Board Games.

Toby Best, Simon Lucas, Raluca D. Gaina

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2024

2023

PyTAG: Challenges and Opportunities for Reinforcement Learning in Tabletop Games.

Martin Balla, George E. M. Long, Dominik Jeurissen, James Goodman, Raluca D. Gaina, Diego Pérez-Liébana

Proceedings of the IEEE Conference on Games, 2023

2022

Rolling Horizon Evolutionary Algorithms for General Video Game Playing.

Raluca D. Gaina, Sam Devlin, Simon M. Lucas, Diego Pérez-Liébana

IEEE Trans. Games, 2022

TAG: Pandemic Competition.

Raluca D. Gaina, Martin Balla

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

2021

TAG: Terraforming Mars.

Raluca D. Gaina, James Goodman, Diego Pérez-Liébana

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

2020

Design and Implementation of TAG: A Tabletop Games Framework.

Raluca D. Gaina, Martin Balla, Alexander Dockhorn, Raúl Montoliu, Diego Perez Liebana

CoRR, 2020

Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game.

Raúl Montoliu, Raluca D. Gaina, Diego Pérez-Liébana, Daniel Delgado, Simon M. Lucas

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Rolling Horizon NEAT for General Video Game Playing.

Diego Perez Liebana, Muhammad Sajid Alam, Raluca D. Gaina

Proceedings of the IEEE Conference on Games, 2020

Self-Adaptive Rolling Horizon Evolutionary Algorithms for General Video Game Playing.

Raluca D. Gaina, Diego Perez Liebana, Simon M. Lucas, Chiara F. Sironi, Mark H. M. Winands

Proceedings of the IEEE Conference on Games, 2020

Tribes: A New Turn-Based Strategy Game for AI Research.

Diego Pérez-Liébana, Yu-Jhen Hsu, Stavros Emmanouilidis, Bobby Dewan Akram Khaleque, Raluca D. Gaina

Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

TAG: A Tabletop Games Framework.

Raluca D. Gaina, Martin Balla, Alexander Dockhorn, Raúl Montoliu, Diego Perez Liebana

Proceedings of the Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020), 2020

2019

General Video Game Artificial Intelligence

Diego Pérez-Liébana, Simon M. Lucas, Raluca D. Gaina, Julian Togelius, Ahmed Khalifa, Jialin Liu

Synthesis Lectures on Games and Computational Intelligence, Morgan & Claypool Publishers, ISBN: 978-3-031-02122-0, 2019

General Video Game AI: A Multitrack Framework for Evaluating Agents, Games, and Content Generation Algorithms.

Diego Pérez-Liébana, Jialin Liu, Ahmed Khalifa, Raluca D. Gaina, Julian Togelius, Simon M. Lucas

IEEE Trans. Games, 2019

The Multi-Agent Reinforcement Learning in MalmÖ (MARLÖ) Competition.

Diego Pérez-Liébana, Katja Hofmann, Sharada Prasanna Mohanty, Noburu Kuno, André Kramer, Sam Devlin, Raluca D. Gaina, Daniel Ionita

CoRR, 2019

Efficient Evolutionary Methods for Game Agent Optimisation: Model-Based is Best.

Simon M. Lucas, Jialin Liu, Ivan Bravi, Raluca D. Gaina, John R. Woodward, Vanessa Volz, Diego Perez Liebana

CoRR, 2019

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

Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Pérez-Liébana, Sanaz Mostaghim, Rudolf Kruse

Proceedings of the IEEE Conference on Games, 2019

"Did You Hear That?" Learning to Play Video Games from Audio Cues.

Raluca D. Gaina, Matthew Stephenson

Proceedings of the IEEE Conference on Games, 2019

Project Thyia: A Forever Gameplayer.

Raluca D. Gaina, Simon M. Lucas, Diego Pérez-Liébana

Proceedings of the IEEE Conference on Games, 2019

Optimising Level Generators for General Video Game AI.

Olve Drageset, Mark H. M. Winands, Raluca D. Gaina, Diego Perez Liebana

Proceedings of the IEEE Conference on Games, 2019

Learning Local Forward Models on Unforgiving Games.

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

Proceedings of the IEEE Conference on Games, 2019

Analysis of Statistical Forward Planning Methods in Pommerman.

Diego Perez Liebana, Raluca D. Gaina, Olve Drageset, Ercüment Ilhan, Martin Balla, Simon M. Lucas

Proceedings of the Fifteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019

Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods.

Raluca D. Gaina, Simon M. Lucas, Diego Pérez-Liébana

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

The 2016 Two-Player GVGAI Competition.

Raluca D. Gaina, Adrien Couëtoux, Dennis J. N. J. Soemers, Mark H. M. Winands, Tom Vodopivec, Florian Kirchgeßner, Jialin Liu, Simon M. Lucas, Diego Pérez-Liébana

IEEE Trans. Games, 2018

General Video Game AI: a Multi-Track Framework for Evaluating Agents, Games and Content Generation Algorithms.

Diego Pérez-Liébana, Jialin Liu, Ahmed Khalifa, Raluca D. Gaina, Julian Togelius, Simon M. Lucas

CoRR, 2018

Self-adaptive MCTS for General Video Game Playing.

Chiara F. Sironi, Jialin Liu, Diego Perez Liebana, Raluca D. Gaina, Ivan Bravi, Simon M. Lucas, Mark H. M. Winands

Proceedings of the Applications of Evolutionary Computation, 2018

General Win Prediction from Agent Experience.

Raluca D. Gaina, Simon M. Lucas, Diego Pérez-Liébana

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

VERTIGØ: Visualisation of Rolling Horizon Evolutionary Algorithms in GVGAI.

Raluca D. Gaina, Simon M. Lucas, Diego Pérez-Liébana

Proceedings of the Fourteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2018

2017

Analysis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing.

Raluca D. Gaina, Jialin Liu, Simon M. Lucas, Diego Pérez-Liébana

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Introducing real world physics and macro-actions to general video game ai.

Diego Perez Liebana, Matthew Stephenson, Raluca D. Gaina, Jochen Renz, Simon M. Lucas

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Rolling horizon evolution enhancements in general video game playing.

Raluca D. Gaina, Simon M. Lucas, Diego Perez Liebana

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Automatic game tuning for strategic diversity.

Raluca D. Gaina, Rokas Volkovas, Carlos González Díaz, Rory Davidson

Proceedings of the 2017 9th Computer Science and Electronic Engineering Conference, 2017

The N-Tuple bandit evolutionary algorithm for automatic game improvement.

Kamolwan Kunanusont, Raluca D. Gaina, Jialin Liu, Diego Perez Liebana, Simon M. Lucas

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Population seeding techniques for Rolling Horizon Evolution in General Video Game Playing.

Raluca D. Gaina, Simon M. Lucas, Diego Perez Liebana

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

General Video Game for 2 players: Framework and competition.

Raluca D. Gaina, Diego Perez Liebana, Simon M. Lucas

Proceedings of the 2016 8th Computer Science and Electronic Engineering Conference, 2016