An alternative efficient chessboard representation based on 4-bit piece coding by Vučković Vladan

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Deep learning and computer chess (part 1) by Ngui, Seng Yang

“…The Chess Engine was implemented in Java language, as well as the MCTS algorithm.…”
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Chess Position Evaluation Using Radial Basis Function Neural Networks by Dimitrios Kagkas, Despina Karamichailidou, Alex Alexandridis

“…Such an approach offers the benefit of having an estimation for the position evaluation in a matter of milliseconds, while the time needed by a chess engine may be several orders of magnitude longer. …”
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Deep learning and computer chess (part 2) by Ngoh, Guang Wei

“…The implemented methods proved to be a promising step in the right direction in developing a MCTS chess engine that can rival and potentially outperform chess engines that use deterministic algorithms with further development.…”
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Deep learning and computer chess: Giraffe by Chan, Eu Ching

“…It focuses on building a deep-learning chess engine, Giraffe, which is the first-ever neural network model to evaluate positions by exploring the application of neural network techniques in evaluating chess positions, digging into the network architecture, and training methodologies using extensive game datasets. …”
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Deep learning and computer chess (part 2) by Xu, Shiguang

“…This goal of this project was to develop enhancements to improve the effectiveness of MCTS-based chess engines. For that purpose, a chess engine running on the basic MCTS algorithm was built and used as the base engine. …”
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Deep learning in computer chess by Zhao, Yu

“…This report demonstrates a statistic chess position evaluation of a chess engine using two differ- ent neural network architectures. …”
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Design and Implementation of a Computer Vision System for an Autonomous Chess-Playing Robot by Guillermo Larregay, Federico Pinna, Luis Avila, Daniel Morán

“…The system is based on an industrial-grade robot manipulator, a computer vision system, and an open source chess engine. Classification algorithms were implemented in order to detect whether a given chessboard square is occupied, and in that case, if the piece is black or white. …”
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Deep learning and computer chess by Ding, CongCong

“…We collected different chess game played by grandmaster, then used the evaluation function of stockfish [5], one of the strongest existing chess engines, to get the score of the positions and label it accordingly. …”
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Deep learning and computer chess (part 1) by Pereddy Vijai Krishna Reddy

“…We then used the evaluation function of stockfish, one of the strongest existing chess engines, to label the games. We extracted the positions from the games using Forsyth-Edwards notation and stored them in 2 different files which are later used for training the model after preprocessing the data. …”
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Chess AI: Competing Paradigms for Machine Intelligence by Shiva Maharaj, Nick Polson, Alex Turk

“…Two of the leading chess engines, Stockfish and Leela Chess Zero (LCZero), employ significantly different methods during play. …”
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