Monte-Carlo Simulation Adjusting

Araki, Nobuo (The University of Electro-Communications) | Muramatsu, Masakazu (The University of Electro-Communications) | Kunihito, Hoki (The University of Electro-Communications) | Takahashi, Satoshi (The University of Electro-Communications)

AAAI Conferences 

In this paper, we propose a new learning method sim- ulation adjusting that adjusts simulation policy to im- prove the move decisions of the Monte Carlo method. We demonstrated simulation adjusting for 4 × 4 board Go problems. We observed that the rate of correct an- swers moderately increased.

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