Daniel Karavolos

Q-learning with heuristic exploration in Simulated Car Racing

Daniel Karavolos, 2013 .

Using a Support Vector Machine to learn to play Othello

Daniel Karavolos, 2010 .

Learning the patterns of balance in a multi-player shooter game

Antonios Liapis, Georgios N. Yannakakis, Daniel Karavolos, 2017, FDG.

A Multifaceted Surrogate Model for Search-Based Procedural Content Generation

Antonios Liapis, Georgios N. Yannakakis, Daniel Karavolos, 2019, IEEE Transactions on Games.

Mixed-Initiative Design of Game Levels: Integrating Mission and Space into Level Generation

Rafael Bidarra, Anders Bouwer, Daniel Karavolos, 2015, FDG.

Using a Surrogate Model of Gameplay for Automated Level Design

Antonios Liapis, Georgios N. Yannakakis, Daniel Karavolos, 2018, 2018 IEEE Conference on Computational Intelligence and Games (CIG).

Pairing character classes in a deathmatch shooter game via a deep-learning surrogate model

Antonios Liapis, Georgios N. Yannakakis, Daniel Karavolos, 2018, FDG.

Evolving missions to create game spaces

Antonios Liapis, Georgios N. Yannakakis, Daniel Karavolos, 2016, 2016 IEEE Conference on Computational Intelligence and Games (CIG).

Fusing Level and Ruleset Features for Multimodal Learning of Gameplay Outcomes

Antonios Liapis, Georgios N. Yannakakis, Daniel Karavolos, 2019, 2019 IEEE Conference on Games (CoG).