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AI in Games

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Bilibili Tech
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.

AI in GamesMeta SolverNeural MMO
0 likes · 9 min read
Reinforcement Learning in Neural MMO: Background, Environment, Competition Solution, and Insights
Tencent Cloud Developer
Tencent Cloud Developer
Aug 21, 2018 · Artificial Intelligence

Game AI Exploration – From AlphaGo to MOBA Games

The talk surveyed game‑AI evolution—from rule‑based systems to AlphaGo‑style reinforcement learning—highlighted industry and academic methods, detailed challenges of applying deep‑learning techniques to MOBA titles like Honor Kings, and proposed a hierarchical, multimodal framework with analysis and execution modules supported by robust simulation environments.

AI in GamesAlphaGoMoBA
0 likes · 10 min read
Game AI Exploration – From AlphaGo to MOBA Games