Michael Buro

Using Lanchester Attrition Laws for Combat Prediction in StarCraft

2015 · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

Smart decision making at the tactical level is important for Artificial Intelligence (AI) agents to perform well in the domain of real-time strategy (RTS) games. Winning battles is crucial in RTS games, and while humans …

History Filtering in Imperfect Information Games: Algorithms and Complexity

2023 · arXiv (Cornell University)

Historically applied exclusively to perfect information games, depth-limited search with value functions has been key to recent advances in AI for imperfect information games. Most prominent approaches with strong theoretical guarantees require subgame decomposition - …