Diego Perez Liebana

Shringi Kumari

Sebastian Deterding

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

TAG: A Tabletop Games Framework.

[BibT_eX]

[DOI]

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

STRATEGA: A General Strategy Games Framework.

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2019

Guest Editorial Special Issue on Game Competition Frameworks for Research and Education.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2019

The MineRL Competition on Sample Efficient Reinforcement Learning using Human Priors.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Katja Hofmann

Sharada Prasanna Mohanty

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Evolving Game State Evaluation Functions for a Hybrid Planning Approach.

[BibT_eX]

[DOI]

Xenija Neufeld

Sanaz Mostaghim

Proceedings of the IEEE Conference on Games, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2019

Teaching on a Budget in Multi-Agent Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Ercüment Ilhan

Jeremy Gow

Proceedings of the IEEE Conference on Games, 2019

Project Thyia: A Forever Gameplayer.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2019

Optimising Level Generators for General Video Game AI.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2019

Learning Local Forward Models on Unforgiving Games.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2019

Rinascimento: Optimising Statistical Forward Planning Agents for Playing Splendor.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2019

Ensemble Decision Systems for General Video Game Playing.

[BibT_eX]

[DOI]

Damien Anderson

Philip Rodgers

John Levine

Proceedings of the IEEE Conference on Games, 2019

Analysis of Statistical Forward Planning Methods in Pommerman.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Training Gradient Boosting Machines Using Curve-Fitting and Information-Theoretic Features for Causal Direction Detection.

[BibT_eX]

[DOI]

Proceedings of the Cause Effect Pairs in Machine Learning, 2019

2018

Pac-ManConquers Academia: Two Decades of Research Using a Classic Arcade Game.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2018

The 2016 Two-Player GVGAI Competition.

[BibT_eX]

[DOI]

Adrien Couëtoux

Dennis J. N. J. Soemers

IEEE Trans. Games, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Studying believability assessment in racing games.

[BibT_eX]

[DOI]

Cristiana Pacheco

Laurissa N. Tokarchuk

Proceedings of the 13th International Conference on the Foundations of Digital Games, 2018

Self-adaptive MCTS for General Video Game Playing.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2018

Deep Reinforcement Learning for General Video Game AI.

[BibT_eX]

[DOI]

Ruben Rodriguez Torrado

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

Using a Team of General AI Algorithms to Assist Game Design and Testing.

[BibT_eX]

[DOI]

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

General Win Prediction from Agent Experience.

[BibT_eX]

[DOI]

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

Shallow Decision-Making Analysis in General Video Game Playing.

[BibT_eX]

[DOI]

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

Toward General Mathematical Game Playing Agents.

[BibT_eX]

[DOI]

Daniel A. Ashlock

Eun-Youn Kim

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

The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Modeling Player Experience with the N-Tuple Bandit Evolutionary Algorithm.

[BibT_eX]

[DOI]

Kamolwan Kunanusont

Simon Mark Lucas

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

VERTIGØ: Visualisation of Rolling Horizon Evolutionary Algorithms in GVGAI.

[BibT_eX]

[DOI]

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

Evolving Behaviour Tree Structures Using Grammatical Evolution.

[BibT_eX]

[DOI]

Miguel Nicolau

Proceedings of the Handbook of Grammatical Evolution, 2018

2017

Evolutionary Behavior Tree Approaches for Navigating Platform Games.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2017

Default policies for global optimisation of noisy functions with severe noise.

[BibT_eX]

[DOI]

J. Glob. Optim., 2017

Efficient Noisy Optimisation with the Sliding Window Compact Genetic Algorithm.

[BibT_eX]

[DOI]

CoRR, 2017

Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic.

[BibT_eX]

[DOI]

CoRR, 2017

Efficient noisy optimisation with the multi-sample and sliding window compact genetic algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

General video game rule generation.

[BibT_eX]

[DOI]

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

Building an automatic sprite generator with deep convolutional generative adversarial networks.

[BibT_eX]

[DOI]

Lewis Horsley

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

Beyond playing to win: Diversifying heuristics for GVGAI.

[BibT_eX]

[DOI]

Annie Louis

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

Rolling horizon evolution enhancements in general video game playing.

[BibT_eX]

[DOI]

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

General video game playing escapes the no free lunch theorem.

[BibT_eX]

[DOI]

Daniel A. Ashlock

Amanda Saunders

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

Diversity maintenance using a population of repelling random-mutation hill climbers.

[BibT_eX]

[DOI]

Rokas Volkovas

Michael Fairbank

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

HTN fighter: Planning in a highly-dynamic game.

[BibT_eX]

[DOI]

Xenija Neufeld

Sanaz Mostaghim

Jose Manuel Gonzalez-Castro

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

Opponent models comparison for 2 players in GVGAI competitions.

[BibT_eX]

[DOI]

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

Evaluating and modelling Hanabi-playing agents.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Evolving Game Skill-Depth using General Video Game AI agents.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Bandit-based Random Mutation Hill-Climbing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

General Video Game AI: Learning from screen capture.

[BibT_eX]

[DOI]

Kamolwan Kunanusont

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Predicting Dominance Rankings for Score-Based Games.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2016

The 2014 General Video Game Playing Competition.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2016

Optimal resampling for the noisy OneMax problem.

[BibT_eX]

[DOI]

CoRR, 2016

General Video Game Level Generation.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Ms. Pac-Man Versus Ghost Team CIG 2016 competition.

[BibT_eX]

[DOI]

Piers R. Williams

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Analyzing the robustness of general video game playing agents.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

MCTS/EA hybrid GVGAI players and game difficulty estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

General Video Game for 2 players: Framework and competition.

[BibT_eX]

[DOI]

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

Rolling Horizon Coevolutionary planning for two-player video games.

[BibT_eX]

[DOI]

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

Multi-objective tree search approaches for general video game playing.

[BibT_eX]

[DOI]

Sanaz Mostaghim

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

General Video Game AI: Competition, Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Multiobjective Monte Carlo Tree Search for Real-Time Games.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2015

Open Loop Search for General Video Game Playing.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Neuroevolution for General Video Game Playing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

2014

Automated Map Generation for the Physical Traveling Salesman Problem.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2014

Solving the Physical Traveling Salesman Problem: Tree Search and Macro Actions.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2014

Fast Evolutionary Adaptation for Monte Carlo Tree Search.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Rolling horizon methods for games with continuous states and actions.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

Knowledge-based fast evolutionary MCTS for general video game playing.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

The 2013 Multi-objective Physical Travelling Salesman Problem Competition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Rolling horizon evolution versus tree search for navigation in single-player real-time games.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Online and offline learning in multi-objective Monte Carlo Tree Search.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

2012

A Survey of Monte Carlo Tree Search Methods.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2012

Monte-Carlo Tree Search for the Physical Travelling Salesman Problem.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2012

Monte Carlo Tree Search: Long-term versus short-term planning.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computational Intelligence and Games, 2012

Towards more intelligent adaptive video game agents: a computational intelligence perspective.

[BibT_eX]

[DOI]

Proceedings of the Computing Frontiers Conference, CF'12, 2012

The physical travelling salesman problem: WCCI 2012 competition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolving Behaviour Trees for the Mario AI Competition Using Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2011

Reactiveness and navigation in computer games: Different needs, different approaches.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

2010

The 2009 Simulated Car Racing Championship.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Intell. AI Games, 2010

2009

Evolving a fuzzy controller for a Car Racing Competition.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

2008

Driving Cars by Means of Genetic Algorithms.

[BibT_eX]

[DOI]

Yago Sáez