Catan Game Experiences
收藏arXiv2025-09-30 收录
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https://github.com/Swynfel/rust-catan
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资源简介:
该数据集包含了从《卡坦岛》游戏的简化环境中生成的经验数据,重点在于提高训练强化学习代理时的执行速度和效率。此外,该数据集对于在《卡坦岛》中训练人工智能代理具有重要意义,它包含了多种神经网络架构,以便进行对比分析。数据规模涵盖了1000个批次,每批次包含64条经验数据,适用于强化学习的训练和评估任务。
This dataset comprises empirical data generated from a simplified environment of the board game Catan, with the core objective of improving the execution speed and efficiency during the training of reinforcement learning agents. Furthermore, this dataset holds considerable significance for training AI agents within the game Catan, as it incorporates diverse neural network architectures to facilitate comparative analysis. The dataset spans 1000 batches, with each batch containing 64 sets of empirical data, making it applicable for training and evaluation tasks in reinforcement learning.
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