Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Classical chess engines exhaustively explore moving possibilities from a chess board position to decide what the next best move to play is. The main component of a chess engine is board evaluation function. In this article  present a new method to solve chess endgames optimally without using brute-force algorithms or endgame tables.  propose to use artificial neural network to obtain better evaluation function for endgame positions. This method is specifically applied to three classical endgames: king-bishop-bishop-king, king-rook-king, and king-queen-king. The empirical results show that the proposed learning strategy is effective in wining against an opponent who offers its best survival defense using Nalimov database of best endgame moves.
['Mehdi Samadi', 'Zohreh Azimifar', 'Mansour Zolghadri Jahromi']
I am writing a research paper on a idea Learning: An Effective Approach in Endgame Chess Board Evaluation
[{"from": "human", "value": "I am writing a research paper on a idea Learning: An Effective Approach in Endgame Chess Board Evaluation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Classical chess engines exhaustively explore moving possibilities from a chess board position to decide what the next best move to play is. The main component of a chess engine is board evaluation function. In this article  present a new method to solve chess endgames optimally without using brute-force algorithms or endgame tables.  propose to use artificial neural network to obtain better evaluation function for endgame positions. This method is specifically applied to three classical endgames: king-bishop-bishop-king, king-rook-king, and king-queen-king. The empirical results show that the proposed learning strategy is effective in wining against an opponent who offers its best survival defense using Nalimov database of best endgame moves."}]