LMGame-Bench: How Good are LLMs at Playing Games?
Introduces LMGame-Bench, a unified Gym-style benchmark that tests LLM agents across platformer, puzzle, and narrative games, addressing vision brittleness, prompt variance, and data contamination.
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
General Modular Harness for LLM Agents in Multi-Turn Gaming Environments
Introduces a perception-memory-reasoning harness that consistently boosts LLM/VLM gameplay across classic and modern game suites, uncovering module-specific performance patterns.