转自 | 机器之心 编辑 | 魔王
在游戏里训练「神经网络小怪兽」,学习强化学习!
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小怪兽通过 GA 在并行运行的 128 个「竞技场」(arenas)上进行训练;
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所有的模拟和神经网络均在 GPU 上运行,方便快速获取结果(在一台性能不错的计算机上 1 分钟内即可训练 200 代);
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智能体可以和游戏内置机器人 PK,也可以互相 battle(自对弈),或者将这两者结合起来;
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对于想要深度挖掘小怪兽的「大脑」,充分理解其行为的人而言,这款游戏提供了不错的可视化效果。
https://www.reddit.com/r/MachineLearning/comments/i1o8m0/p_i_created_a_game_for_learning_rl/
https://www.youtube.com/watch?time_continue=27&v=-Lqb8cce5tk&feature=emb_logo
https://derkgame.com
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