LMGame-GamingAgent
LLM/VLM gaming agents and model evaluation through games.
Posts by Collection
portfolio
GRL (LLM Game Multi-Turn-RL-Training)
RL Train LLM/VLM during Multi-Turn Environments
LMGame‑Leaderboard
Side‑by‑side leaderboards for Model (no harness) and Agent (harness‑enabled) performance.
LMGame‑Website
Official hub for LMGame resources, docs, and blog updates.
publications
General Modular Harness for LLM Agents in Multi‑Turn Gaming Environments
Published in ICML MAS Workshop 2025, 2025
Introduces a perception–memory–reasoning harness that consistently boosts LLM/VLM gameplay across classic and modern game suites, uncovering module‑specific performance patterns.
LMGame-Bench: How Good are LLMs at Playing Games?
Published in ICLR 2026, 2026
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.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.