General Modular Harness for LLM Agents in Multi-Turn Gaming Environments

ICML MAS Workshop 2025

Yuxuan Zhang, Haoyang Yu, Lanxiang Hu, Haojian Jin, Hao Zhang

Introduces a perception-memory-reasoning harness that consistently boosts LLM/VLM gameplay across classic and modern game suites, uncovering module-specific performance patterns.