Meta Solver

Bilibili Tech

Aug 30, 2022 · Artificial Intelligence

Reinforcement Learning in Neural MMO: Background, Environment, Competition Solution, and Insights

The article reviews reinforcement learning applied to Neural MMO—a large‑scale, multi‑agent MMO environment—detailing its competitive IJCAI 2022 track, the winning LastOrder solution with transformer‑CNN‑LSTM architecture, reward shaping, a Fictitious Self‑Play meta‑solver, and Bilibili’s scalable Newton training framework.