Player Modelling

Creating Diverse Play-Style-Centric Agents through Behavioural Cloning
Developing diverse and realistic agents in terms of behaviour and skill is crucial for game developers to enhance player satisfaction …
PDF Cite Project
Generating Interpretable Play-style Descriptions through Deep Unsupervised Clustering of Trajectories
In any game, play style is a concept that describes the technique and strategy employed by a player to achieve a goal. Identifying a …
PDF Cite Project
Real Time In-Game Playstyle Classification Using A Hybrid Probabilistic Supervised Learning Approach
In interactive digital media, such as video games, bringing about an adaptive or personalised experience requires a mechanism for …
PDF Cite Project
Improved Action Prediction through Multiple Model Processing of Player Trajectories
Action prediction in video games is the process of extracting useful information in order to predict the future actions of a player. …
PDF Cite Project
Play-style Identification through Deep Unsupervised Clustering of Trajectories
In any game, play-style is a concept that describes the technique and strategy employed by a player to achieve a goal. Being able to …
PDF Cite Project