chess

"文章讨论了在国际象棋和围棋中有效的AI强化学习为何会在简单游戏中失败的原因。"

"在 10×10 的 Amazons 棋盘上的实验表明，我们的混合方法不仅在决策准确性上比基线提高了 15%--56%，而且明显优于其教师模型（GPT-4o-mini），在 N=30 个节点时实现了 45.0% 的具有竞争力的胜率，并且在仅有 N=50 个节点时实现了决定性的 66.5%"

"Gemini 3.0 Pro Preview thought for over 4 minutes and still didn't give the correct move."

"The paper focuses on geometric stability analysis in the context of LLMs for chess evaluation."

"The study utilizes skill-group specific n-gram language models."

"Human-like neural network chess engine trained on lichess games"

"The article likely explains aspects of Stockfish's neural network."

"LC0 beats Stockfish in 100-game match"

"The context provided suggests an article focusing on how deep learning is used in the game of chess."