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專利授權區

專利授權區
專利名稱(中)	基於強化學習的棒球策略規劃方法及裝置
專利名稱(英)	METHOD AND APPARATUS FOR BASEBALL STRATEGY PLANNING BASED ON REINFORCEMENT LEARNING
專利家族	中華民國：I779301 美國：2021-0387070(公開號)
專利權人	國立清華大學 100%
發明人	邱偉育,陳頌仁
技術領域	文化創意,資訊工程

專利摘要(英)
A method and an apparatus for baseball strategy planning based on reinforcement learning are provided. The method includes following steps: collecting history data of multiple innings in past games of a team; defining multiple game states, multiple offensive and defensive actions, and multiple rewards corresponding to multiple offensive and defensive results based on multiple offensive and defensive processes that occur during the game, and using the same to establish an Q table; updating the Q table according to multiple combinations of the game state, the offensive and defensive action, and offensive and defensive result recorded in the history data; and, according to a current game state, sorting multiple Q values of all offensive and defensive actions executable under the current game state recorded in the updated Q table, and recommending the offensive and defensive action suitable for being executed under the current game state according to a sorting result.

專利摘要(英)

A method and an apparatus for baseball strategy planning based on reinforcement learning are provided. The method includes following steps: collecting history data of multiple innings in past games of a team; defining multiple game states, multiple offensive and defensive actions, and multiple rewards corresponding to multiple offensive and defensive results based on multiple offensive and defensive processes that occur during the game, and using the same to establish an Q table; updating the Q table according to multiple combinations of the game state, the offensive and defensive action, and offensive and defensive result recorded in the history data; and, according to a current game state, sorting multiple Q values of all offensive and defensive actions executable under the current game state recorded in the updated Q table, and recommending the offensive and defensive action suitable for being executed under the current game state according to a sorting result.

聯絡資訊
承辦人姓名	李曉琪
承辦人電話	03-5715131 #31061
承辦人Email	hsiaochi@mx.nthu.edu.tw