3 papers
cs.CL2025
Grammar and Gameplay-aligned RL for Game Description Generation with LLMs
Tsunehiko Tanaka, Edgar Simo-Serra
Game Description Generation (GDG) is the task of generating a game description written in a Game Description Language (GDL) from natural language text. Previous studies have explor…
cs.LG2025
Return-Aligned Decision Transformer
Tsunehiko Tanaka, Kenshi Abe, Kaito Ariu +2
Traditional approaches in offline reinforcement learning aim to learn the optimal policy that maximizes the cumulative reward, also known as return. It is increasingly important to…
cs.AI2025
Grammar-based Game Description Generation using Large Language Models
Tsunehiko Tanaka, Edgar Simo-Serra
Game Description Language (GDL) provides a standardized way to express diverse games in a machine-readable format, enabling automated game simulation, and evaluation. While previou…