Evolutionary Constitution of Game Player Agents

Hisashi Handa; Tadashi Horiuchi

doi:10.11499/sicep.2002.0.355.0

SICE Annual Conference 2002

DOI https://doi.org/10.11499/sicep.2002.0.355.0

Conference information

Host: The Society of Instrument and Control Engineers

Co-host: IEEE/Industiral Electronic Society, IEEE/Robotics and Automation Society, IEEE/Control System Society

Evolutionary Constitution of Game Player Agents

Hisashi Handa, Tadashi Horiuchi

Author information

Keywords: Evolutionary Computations, State Evaluation Function, Neural Networks

CONFERENCE PROCEEDINGS FREE ACCESS

Pages 355

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Abstract

In this paper, we propose a constitution method of game player agent that adopts a neural network as a state evaluation function for the game player, and evolves its weights and structure by Evolutionary Strategy (ES). In this method, we attempt to acquire better state evaluation function by evolving weights and structure simultaneously.

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