This repository aggregates research papers on LLM-based agents designed to play or interact in game environments. It categorizes work by genre (Minecraft, text-adventure, competitive, cooperative) and mechanism (planning, memory, multi-agent, tool-use, training, self-improvement). The survey behind this repository was accepted to ACM Computing Surveys and is updated weekly with new papers.