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cs.LG2026
JSON-Bag: A generic game trajectory representation
Dien Nguyen, Diego Perez-Liebana, Simon Lucas
We introduce JSON Bag-of-Tokens model (JSON-Bag) as a method to generically represent game trajectories by tokenizing their JSON descriptions and apply Jensen-Shannon distance (JSD…
cs.LG2025
Play Style Identification Using Low-Level Representations of Play Traces in MicroRTS
Ruizhe Yu Xia, Jeremy Gow, Simon Lucas
Play style identification can provide valuable game design insights and enable adaptive experiences, with the potential to improve game playing agents. Previous work relies on doma…