{"id":56992,"date":"2025-02-11T19:48:38","date_gmt":"2025-02-11T11:48:38","guid":{"rendered":"https:\/\/swarma.org\/?p=56992"},"modified":"2025-02-11T19:48:38","modified_gmt":"2025-02-11T11:48:38","slug":"alife%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%8c%e4%b8%ba%e4%bb%80%e4%b9%88%e5%80%bc%e5%be%97%e7%a0%94%e7%a9%b6%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=56992","title":{"rendered":"ALife\u662f\u4ec0\u4e48\uff0c\u4e3a\u4ec0\u4e48\u503c\u5f97\u7814\u7a76\uff1f"},"content":{"rendered":"
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\u5728AI\u7684\u9a71\u52a8\u4e0b\uff0cMoflin\u5c31\u50cf\u4e00\u4e2a\u6709\u60c5\u611f\u7684\u201c\u751f\u7269\u201d\uff0c\u53ef\u4ee5\u5728\u4e0e\u4eba\u4e92\u52a8\u7684\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u5b66\u4e60\u548c\u8fdb\u5316\uff0c\u8868\u8fbe\u548c\u56de\u5e94\u60c5\u611f\uff0c\u5c31\u50cf\u5728\u4e0e\u4e00\u53ea\u6d3b\u751f\u751f\u7684\u5ba0\u7269\u4e92\u52a8\u3002<\/span><\/section>\n

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2. \u4eba\u5de5\u751f\u547d-ALife\u7684\u5b9a\u4e49<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u4eba\u5de5\u751f\u547d<\/strong><\/span>\uff08Artificial Life\uff0c\u7b80\u79f0ALife\uff09<\/span>\u662f\u4e00\u4e2a\u8de8\u5b66\u79d1\u7684\u7814\u7a76\u9886\u57df\uff0c\u65e8\u5728\u901a\u8fc7\u6a21\u62df\u548c\u521b\u9020\u751f\u547d\u7cfb\u7edf\u7684\u884c\u4e3a\u3001\u7279\u5f81\u548c\u8fc7\u7a0b\u6765\u7406\u89e3\u751f\u547d\u7684\u672c\u8d28\u3002\u4eba\u5de5\u751f\u547d\u4e0d\u4ec5\u4ec5\u5173\u6ce8\u751f\u7269\u5b66\u4e0a\u5df2\u77e5\u7684\u751f\u547d\u5f62\u5f0f\uff0c\u800c\u662f\u5c1d\u8bd5\u521b\u5efa\u80fd\u591f\u6a21\u4eff\u6216\u5b9e\u73b0\u751f\u547d\u8fc7\u7a0b\u7684\u4eba\u5de5\u7cfb\u7edf\u3002\u6700\u65e9\u5148\u7531\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u514b\u91cc\u65af\u6258\u5f17\u00b7\u5170\u987f\u4e8e1987\u5e74\u5728\u6d1b\u65af\u963f\u62c9\u83ab\u65af\u56fd\u5bb6\u5b9e\u9a8c\u5ba4\u53ec\u5f00\u7684\u201c\u751f\u6210\u4ee5\u53ca\u6a21\u62df\u751f\u547d\u7cfb\u7edf\u7684\u56fd\u9645\u4f1a\u8bae\u201d\u4e0a\u63d0\u51fa[1]\u3002<\/span><\/section>\n

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\u6ce8\uff1a\u4eba\u5de5\u751f\u547d\uff08Artificial life\uff09\u4e2d\u7684\u201cArtificial\u201d\u4e00\u8bcd\u5728\u4e2d\u6587\u8bed\u5883\u91cc\u6709\u201c\u4eba\u5de5\u201d\u4e4b\u610f\uff0c\u4f46\u7b14\u8005\u8ba4\u4e3a\u4e0d\u80fd\u51c6\u786e\u5730\u8868\u8fbe\u51faArtificial\u4e2d\u7684\u201cArt\u201d\uff0c\u6240\u4ee5\u540e\u6587\u7edf\u4e00\u7b80\u79f0\u4e3aALife\u3002<\/span><\/section>\n<\/section>\n<\/blockquote>\n

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\u76ee\u524d\uff0c\u56fd\u5185\u5916\u4e0a\u6709\u51e0\u4e2a\u7814\u7a76\u673a\u6784\u5728Alife\u9886\u57df\u6bd4\u8f83\u6d3b\u8dc3\uff1a<\/span><\/section>\n

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\u56fd\u9645\u4eba\u5de5\u751f\u547d\u5b66\u4f1a\uff08International Society for Artificial Life, ISAL\uff09<\/strong><\/span><\/p>\n

ISAL \u662f\u4eba\u5de5\u751f\u547d\u9886\u57df\u7684\u56fd\u9645\u6027\u5b66\u672f\u7ec4\u7ec7\uff0c\u5b9a\u671f\u4e3e\u529e\u56fd\u9645\u4eba\u5de5\u751f\u547d\u4f1a\u8bae<\/span>\uff08International Conference on Artificial Life, ALIFE\uff09<\/span>\u7b49\uff0c\u5e76\u6709\u5b98\u65b9\u671f\u520aArtificial Life<\/em>\u53d1\u5e03\u76f8\u5173\u7684\u7814\u7a76\u6210\u679c\u548c\u8d44\u6e90\u3002\u8be6\u89c1\u5b98\u65b9\u7f51\u7ad9https:\/\/www.alife.org\u3002<\/span><\/section>\n

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\u5723\u5854\u83f2\u7814\u7a76\u6240\uff08Santa Fe Institute, SFI\uff09<\/strong><\/span><\/p>\n

\u5723\u5854\u83f2\u7814\u7a76\u6240\u662f\u4e00\u4e2a\u4f4d\u4e8e\u7f8e\u56fd\u65b0\u58a8\u897f\u54e5\u5dde\u5723\u5854\u83f2\u7684\u72ec\u7acb\u5b66\u672f\u7814\u7a76\u673a\u6784\uff0c\u4e5f\u662f\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u7684\u5148\u9a71\uff0c\u7814\u7a76\u9886\u57df\u6d89\u53ca\u4eba\u5de5\u751f\u547d\u3001\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u7b49\u3002\u7814\u7a76\u6240\u7f51\u7ad9\u662f https:\/\/www.santafe.edu\uff0c\u6709\u5927\u91cfAlife\u76f8\u5173\u7684\u7814\u7a76\u8bba\u6587\u3001\u8bfe\u7a0b\u548c\u7814\u8ba8\u4f1a\u4fe1\u606f\u53ef\u4f9b\u9605\u89c8\u3002<\/span><\/section>\n

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3. ALife\u7684\u5f62\u5f0f<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u6240\u4ee5\u5728ALife.org\u7b49\u79d1\u7814\u9886\u57df\u7684\u8bed\u5883\u4e0b\uff0c\u201c\u7535\u5b50\u5ba0\u7269\u201d\u548c\u88c5\u8f7dAI\u7684\u6bdb\u7ed2\u73a9\u5177\u7684\u90fd\u4e0d\u80fd\u7b97\u662fALife\u3002<\/span><\/section>\n

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\u7b14\u8005\u68b3\u7406\u4e86\u4e00\u4e0b\u6838\u5fc3\u7684\u51e0\u79cdALife\u5f62\u5f0f\uff0c\u5728\u67d0\u4e9b\u6587\u7ae0\u4e2d\u4e5f\u628a\u8fd9\u79cd\u5f62\u5f0f\u79f0\u4e4b\u4e3a\u57fa\u8d28<\/span>\uff08Substrates\uff09<\/span>\u3002\u7531\u4e8e\u6bcf\u79cd\u5f62\u5f0f\/\u57fa\u8d28\u80cc\u540e\u90fd\u6709\u5f88\u590d\u6742\u7684\u884d\u751f\u548c\u4f53\u7cfb\uff0c\u6587\u7ae0\u7bc7\u5e45\u6709\u9650\u8fd9\u91cc\u53ea\u505a\u7b80\u4ecb\u3002<\/span><\/section>\n

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1. \u9e1f\u7fa4\u6a21\u62df\uff08Boids\uff09<\/strong><\/span><\/section>\n

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Boids \u662f\u4e00\u79cd\u6a21\u62df\u9e1f\u7fa4\u3001\u9c7c\u7fa4\u7b49\u7fa4\u4f53\u884c\u4e3a\u7684\u8ba1\u7b97\u673a\u6a21\u578b\uff0c\u7531 Craig Reynolds \u57281986\u5e74\u63d0\u51fa\u3002Boids \u6a21\u578b\u901a\u8fc7\u7b80\u5355\u7684\u89c4\u5219\u6a21\u62df\u4e2a\u4f53\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u4ece\u800c\u5c55\u73b0\u51fa\u590d\u6742\u7684\u7fa4\u4f53\u884c\u4e3a\u3002Boids \u4e0d\u4ec5\u7528\u4e8e\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u548c\u6e38\u620f\u5f00\u53d1\uff0c\u8fd8\u5728\u751f\u7269\u5b66\u3001\u673a\u5668\u4eba\u5b66\u548c\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u4e2d\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002<\/span><\/section>\n

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\u591a\u4e3b\u4f53\u6a21\u62df\u8f6f\u4ef6Netlogo\u5185\u7f6e\u6a21\u578b\u5c31\u53ef\u4ee5\u8fdb\u884c\u9e1f\u7fa4\u6a21\u62df\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662fNetlogo\u7684logo\u5c31\u662fBoids\u7684\u56fe\u6807\u3002<\/span><\/section>\n

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\u901a\u8fc7Netlogo\u8fdb\u884c\u591a\u4e3b\u4f53\u6a21\u62dfBoids<\/span><\/section>\n

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Boids \u6a21\u578b\u57fa\u4e8e\u4e09\u4e2a\u57fa\u672c\u89c4\u5219\uff0c\u6bcf\u4e2a\u4e2a\u4f53<\/span>\uff08\u79f0\u4e3a Boid\uff09<\/span>\u6839\u636e\u8fd9\u4e9b\u89c4\u5219\u8c03\u6574\u5176\u8fd0\u52a8\u65b9\u5411\u548c\u901f\u5ea6\uff1a<\/span><\/p>\n

\u805a\u96c6<\/span>\uff08Cohesion\uff09<\/span>\uff1a\u5411\u90bb\u8fd1\u4e2a\u4f53\u7684\u5e73\u5747\u4f4d\u7f6e\u79fb\u52a8\uff0c\u4fdd\u6301\u7fa4\u4f53\u7d27\u5bc6\u3002<\/span><\/p>\n

\u5206\u79bb<\/span>\uff08Separation\uff09<\/span>\uff1a\u907f\u514d\u4e0e\u90bb\u8fd1\u4e2a\u4f53\u78b0\u649e\uff0c\u4fdd\u6301\u4e00\u5b9a\u8ddd\u79bb\u3002<\/span><\/p>\n

\u5bf9\u9f50<\/span>\uff08Alignment\uff09<\/span>\uff1a\u8c03\u6574\u8fd0\u52a8\u65b9\u5411\uff0c\u4f7f\u5176\u4e0e\u90bb\u8fd1\u4e2a\u4f53\u7684\u5e73\u5747\u65b9\u5411\u4e00\u81f4\u3002<\/span><\/section>\n

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\u5728\u7ebf\u6a21\u62df\u7f51\u7ad9\uff1ahttps:\/\/eater.net\/boids\uff0c\u53ef\u4ee5\u4fee\u6539\u4e0b\u65b9\u7684\u805a\u96c6\u3001\u5206\u79bb\u3001\u5bf9\u9f50\u7b49\u53c2\u6570\uff0c\u89c2\u5bdf\u9e1f\u7fa4\u4e0d\u540c\u884c\u4e3a\u7684\u6a21\u62df\u3002<\/span><\/p>\n


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2. \u7c92\u5b50\u751f\u547d\uff08Particle Life\uff0c\u7b80\u79f0\uff1aPlife\uff09<\/strong><\/span><\/section>\n

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Particle Life \u662f\u4e00\u79cd\u57fa\u4e8e\u7c92\u5b50\u76f8\u4e92\u4f5c\u7528\u7684\u6a21\u62df\u7cfb\u7edf\uff0c\u7528\u4e8e\u7814\u7a76\u590d\u6742\u884c\u4e3a\u548c\u81ea\u7ec4\u7ec7\u73b0\u8c61\u3002\u4e0e\u4f20\u7edf\u7684\u5143\u80de\u81ea\u52a8\u673a<\/span>\uff08\u5982\u751f\u547d\u6e38\u620f\uff09<\/span>\u4e0d\u540c\uff0cParticle Life \u901a\u8fc7\u6a21\u62df\u7c92\u5b50\u4e4b\u95f4\u7684\u5438\u5f15\u548c\u6392\u65a5\u529b\uff0c\u5c55\u793a\u51fa\u7c7b\u4f3c\u751f\u547d\u7684\u884c\u4e3a\uff0c\u5982\u96c6\u7fa4\u3001\u8fd0\u52a8\u548c\u7ed3\u6784\u5f62\u6210\u3002<\/span><\/section>\n

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\u50cf\u751f\u547d\u4e00\u6837\u7684\u7c92\u5b50\u8fd0\u52a8<\/span><\/section>\n

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Particle Life \u7684\u6838\u5fc3\u662f\u8bbe\u5b9a\u7c92\u5b50\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u89c4\u5219\u3002\u6bcf\u4e2a\u7c92\u5b50\u6839\u636e\u5176\u4e0e\u5176\u4ed6\u7c92\u5b50\u7684\u8ddd\u79bb\u548c\u5468\u56f4\u7c92\u5b50\u7c7b\u578b\uff0c\u53d7\u5230\u4e0d\u540c\u5927\u5c0f\u7684\u5438\u5f15\u6216\u6392\u65a5\u529b\u3002\u8fd9\u4e9b\u529b\u7684\u7ec4\u5408\u51b3\u5b9a\u4e86\u7c92\u5b50\u7684\u8fd0\u52a8\u8f68\u8ff9\u548c\u7cfb\u7edf\u7684\u6574\u4f53\u884c\u4e3a\u3002<\/span><\/section>\n

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\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5de6\u4fa7\u7684\u989c\u8272\u77e9\u9635\u4ee3\u8868\u7c92\u5b50\u8fd0\u52a8\u89c4\u5219\uff0c\u53ef\u4ee5\u770b\u5230\u4e00\u5171\u67096\u79cd\u989c\u8272\u7684\u7c92\u5b50\u3002\u77e9\u9635\u8868\u793a\u7684\u662f\u8fd9\u4e9b\u7c92\u5b50\u4e4b\u95f4\u7684\u5f15\u529b\u4e0e\u6392\u65a5\u529b\u5173\u7cfb\uff0c\u5176\u4e2d\uff0c\u7eff\u8272\u6df1\u6d45\u4ee3\u8868\u5438\u5f15\u529b\u5927\u5c0f\uff0c\u7ea2\u8272\u6df1\u6d45\u4ee3\u8868\u6392\u65a5\u529b\u5927\u5c0f\u3002\u7c92\u5b50\u4e0b\u4e00\u65f6\u523b\u7684\u4f4d\u7f6e\u5c31\u662f\u7531\u5468\u8fb9\u7c92\u5b50\u6240\u51b3\u5b9a\u7684\u3002<\/span><\/section>\n

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\u7c92\u5b50\u751f\u547d\u6a21\u62df\u7a0b\u5e8f\uff0c\u6765\u6e90\uff1ahttps:\/\/particle-life.com\/<\/span><\/section>\n

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3. \u751f\u547d\u6e38\u620f\uff08Game of Life\uff0c\u7b80\u79f0\uff1aGOL\uff09<\/strong><\/span><\/section>\n

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\u751f\u547d\u6e38\u620f\u662f\u7531\u82f1\u56fd\u6570\u5b66\u5bb6\u7ea6\u7ff0\u00b7\u5eb7\u5a01<\/span>\uff08John Conway\uff09<\/span>\u57281970\u5e74\u63d0\u51fa\u7684\u4e00\u79cd\u5143\u80de\u81ea\u52a8\u673a<\/span>\uff08Cellular Automaton\uff09<\/span>\u3002\u751f\u547d\u6e38\u620f\u901a\u8fc7\u7b80\u5355\u7684\u89c4\u5219\u6a21\u62df\u4e86\u751f\u547d\u7684\u8bde\u751f\u3001\u751f\u5b58\u548c\u6b7b\u4ea1\uff0c\u5c55\u793a\u4e86\u590d\u6742\u7cfb\u7edf\u5982\u4f55\u4ece\u7b80\u5355\u89c4\u5219\u4e2d\u6d8c\u73b0\u51fa\u590d\u6742\u884c\u4e3a\u3002\u5176\u89c4\u5219\u975e\u5e38\u7b80\u5355\uff1a<\/span><\/section>\n

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\u7ec6\u80de\u53ea\u6709\u4e24\u79cd\u72b6\u6001\uff0c\u201c\u751f\u201d<\/span>\uff08\u663e\u793a\u5177\u6709\u989c\u8272\uff09<\/span>\uff0c\u201c\u6b7b\u201d<\/span>\uff08\u663e\u793a\u4e3a\u767d\u8272\uff09<\/span>\uff1b\u800c\u7ec6\u80de\u4e0b\u4e00\u523b\u7684\u201c\u751f\u201d\u4e0e\u201c\u6b7b\u201d\u662f\u7531\u7ec6\u80de\u5468\u56f4\u7ec6\u80de\u7684\u72b6\u6001\u6765\u51b3\u5b9a\u7684\uff0c\u5982\u4e0b\u56fe\uff1a<\/span><\/section>\n

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\u751f\u547d\u6e38\u620f\u7684\u751f\u6b7b\u89c4\u5219\uff0c\u56fe\u7247\u6765\u6e90\uff1ahttps:\/\/zhuanlan.zhihu.com\/p\/413827037<\/span><\/section>\n

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\u57fa\u4e8e\u8be5\u7b80\u5355\u89c4\u5219\uff0c\u901a\u8fc7\u521d\u59cb\u503c\u7684\u8bbe\u5b9a\u5c31\u80fd\u5c55\u73b0\u975e\u5e38\u590d\u6742\u7684\u56fe\u6848\u3002<\/span><\/section>\n

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\u6700\u7ecf\u5178\u7684\u751f\u547d\u6e38\u620f<\/span><\/section>\n

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\u89c4\u5219\u6269\u5c55\u540e\u7684\u751f\u547d\u6e38\u620f \u50cf\u7efd\u653e\u7684\u73ab\u7470<\/span><\/section>\n

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4. Lenia<\/strong><\/span><\/section>\n

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Lenia \u662f\u4e00\u79cd\u57fa\u4e8e\u8fde\u7eed\u7a7a\u95f4\u548c\u65f6\u95f4\u7684\u5143\u80de\u81ea\u52a8\u673a\uff0c\u7531 Bert Wang-Chak Chan \u57282018\u5e74\u63d0\u51fa\u3002Lenia \u901a\u8fc7\u6269\u5c55\u4f20\u7edf\u7684\u5143\u80de\u81ea\u52a8\u673a<\/span>\uff08\u5982\u5eb7\u5a01\u7684\u751f\u547d\u6e38\u620f\uff09<\/span>\uff0c\u5f15\u5165\u4e86\u8fde\u7eed\u7684\u72b6\u6001\u548c\u7a7a\u95f4\uff0c\u4ece\u800c\u80fd\u591f\u6a21\u62df\u51fa\u66f4\u52a0\u590d\u6742\u548c\u903c\u771f\u7684\u751f\u547d\u5f62\u6001\u3002<\/span><\/section>\n

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\u50cf\u6c34\u6bcd\u4e00\u6837\u8fd0\u52a8\u7684Lenia\u6a21\u62df\u751f\u547d<\/span><\/section>\n

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Lenia \u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u4f20\u7edf\u7684\u79bb\u6563\u5143\u80de\u81ea\u52a8\u673a\u6269\u5c55\u5230\u8fde\u7eed\u7a7a\u95f4\u548c\u65f6\u95f4\u3002\u6bcf\u4e2a\u7ec6\u80de\u7684\u72b6\u6001\u4e0d\u518d\u5c40\u9650\u4e8e\u79bb\u6563\u7684\u201c\u5b58\u6d3b\u201d\u6216\u201c\u6b7b\u4ea1\u201d\uff0c\u800c\u662f\u53ef\u4ee5\u5728\u4e00\u4e2a\u8fde\u7eed\u7684\u8303\u56f4\u5185\u53d8\u5316\u3002Lenia \u7684\u6f14\u5316\u89c4\u5219\u57fa\u4e8e\u5c40\u90e8\u76f8\u4e92\u4f5c\u7528\u548c\u5168\u5c40\u66f4\u65b0\uff0c\u901a\u8fc7\u5377\u79ef\u6838<\/span>\uff08Kernel\uff09<\/span>\u548c\u751f\u957f\u51fd\u6570<\/span>\uff08Growth Function\uff09<\/span>\u6765\u63cf\u8ff0\u7ec6\u80de\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002<\/span><\/section>\n

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Lenia\u6a21\u62df\u754c\u9762\uff0c\u6765\u6e90\uff1ahttps:\/\/chakazul.github.io\/Lenia\/JavaScript\/Lenia.html<\/span><\/section>\n

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5. \u7c92\u5b50Lenia\uff08Particle Lenia\uff0c\u7b80\u79f0\uff1aPlenia\uff09<\/strong><\/span><\/section>\n

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Particle Lenia \u662f Lenia \u7684\u4e00\u79cd\u53d8\u4f53\uff0c\u5c06 Lenia \u7684\u8fde\u7eed\u5143\u80de\u81ea\u52a8\u673a\u6a21\u578b\u6269\u5c55\u5230\u7c92\u5b50\u7cfb\u7edf\u3002\u4e0e\u4f20\u7edf\u7684 Lenia \u4e0d\u540c\uff0cParticle Lenia \u4f7f\u7528\u7c92\u5b50\u6765\u8868\u793a\u72b6\u6001\uff0c\u5e76\u901a\u8fc7\u7c92\u5b50\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u6765\u6a21\u62df\u590d\u6742\u7684\u884c\u4e3a\u548c\u81ea\u7ec4\u7ec7\u73b0\u8c61\u3002Particle Lenia \u7ed3\u5408\u4e86\u7c92\u5b50\u7cfb\u7edf\u548c Lenia \u7684\u4f18\u70b9\uff0c\u80fd\u591f\u751f\u6210\u66f4\u52a0\u52a8\u6001\u548c\u591a\u6837\u5316\u7684\u6a21\u5f0f\u3002<\/span><\/section>\n
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\u5177\u6709\u5fc3\u8df3\u7684\u201c\u7ec6\u80de\u201d<\/span><\/section>\n

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Particle Lenia \u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c06 Lenia \u7684\u8fde\u7eed\u72b6\u6001\u548c\u7a7a\u95f4\u6269\u5c55\u5230\u7c92\u5b50\u7cfb\u7edf\u3002\u6bcf\u4e2a\u7c92\u5b50\u5177\u6709\u8fde\u7eed\u7684\u72b6\u6001\u503c\uff0c\u5e76\u901a\u8fc7\u5c40\u90e8\u76f8\u4e92\u4f5c\u7528\u89c4\u5219\u8fdb\u884c\u66f4\u65b0\u3002\u7c92\u5b50\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u901a\u8fc7\u5377\u79ef\u6838\u548c\u751f\u957f\u51fd\u6570\u6765\u63cf\u8ff0\uff0c\u89c4\u5219\u7c7b\u4f3c\u4e8e Lenia \u3002<\/span><\/section>\n

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\u7c92\u5b50Lenia\u7684\u4e0d\u540c\u5f62\u5f0f\uff0c\u53ef\u53c2\u8003\uff1ahttps:\/\/znah.net\/lenia\/<\/span><\/section>\n

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6. \u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\uff08Neural Cellular Automata, \u7b80\u79f0\uff1aNCA\uff09<\/strong><\/span><\/section>\n

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\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\u662f\u4e00\u79cd\u7ed3\u5408\u4e86\u5143\u80de\u81ea\u52a8\u673a\u548c\u795e\u7ecf\u7f51\u7edc<\/span>\uff08Neural Networks\uff09<\/span>\u7684\u6a21\u578b\u3002\u5b83\u901a\u8fc7\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u8868\u8fbe\u80fd\u529b\u5f15\u5165\u5143\u80de\u81ea\u52a8\u673a\u7684\u5c40\u90e8\u66f4\u65b0\u89c4\u5219\uff0c\u80fd\u591f\u751f\u6210\u590d\u6742\u7684\u3001\u81ea\u9002\u5e94\u7684\u6a21\u5f0f\u548c\u884c\u4e3a\u3002NCA\u5728\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3001\u4eba\u5de5\u751f\u547d\u3001\u751f\u7269\u5b66\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u7b49\u9886\u57df\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u6f5c\u529b\u3002<\/span><\/section>\n

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\u901a\u8fc7NCA\u6784\u5efa\u7684\u4e00\u53ea\u201c\u5f62\u6001\u53d1\u751f\u201d\u4e2d\u7684\u8725\u8734<\/span><\/section>\n

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NCA \u7684\u6838\u5fc3\u601d\u60f3\u662f\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u6765\u5b9a\u4e49\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u6bcf\u4e2a\u7ec6\u80de\u7684\u66f4\u65b0\u89c4\u5219\u3002\u4e0e\u4f20\u7edf\u5143\u80de\u81ea\u52a8\u673a\u4e0d\u540c\uff0cNCA \u7684\u89c4\u5219\u4e0d\u662f\u56fa\u5b9a\u7684\uff0c\u800c\u662f\u901a\u8fc7\u795e\u7ecf\u7f51\u7edc\u52a8\u6001\u5b66\u4e60\u5f97\u5230\u7684\u3002\u8fd9\u4f7f\u5f97 NCA \u80fd\u591f\u751f\u6210\u66f4\u52a0\u590d\u6742\u548c\u591a\u6837\u5316\u7684\u6a21\u5f0f\uff0c\u5e76\u4e14\u5177\u6709\u66f4\u5f3a\u7684\u9002\u5e94\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002<\/span><\/section>\n

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\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cNCA\u7684\u5ef6\u4f38\u7248GNCA<\/span>\uff08Growing Neural Cellular Automata\uff09<\/span>\u53ef\u4ee5\u901a\u8fc7\u5c40\u90e8\u89c4\u5219\u5b9e\u73b0\u5168\u5c40\u6a21\u5f0f\u7684\u751f\u6210\u548c\u4fee\u590d\uff0c\u76ee\u524d\u5e7f\u6cdb\u7528\u4e8e\u751f\u7269\u518d\u751f\u80fd\u529b\uff0c\u764c\u7ec6\u80de\u6269\u6563\u9884\u6d4b\u7b49\u9886\u57df\u3002<\/span><\/section>\n

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GNCA \u67b6\u6784\uff0c\u53ef\u53c2\u8003\uff1ahttps:\/\/distill.pub\/2020\/growing-ca\/<\/span><\/section>\n

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7. \u5176\u4ed6ALife\u5f62\u5f0f<\/strong><\/span><\/section>\n

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\u5176\u4ed6\u5f62\u5f0f\u53ef\u4ee5\u53c2\u8003\u7f51\u7ad9\uff1a<\/span><\/section>\n
https:\/\/google-research.github.io\/self-organising-systems\/<\/span><\/section>\n
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\u8be5\u7f51\u7ad9\u7684\u622a\u56fe<\/span><\/section>\n

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4. ALife\u7684\u5171\u6027<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

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\u901a\u8fc7ALife\u7684\u5f62\u5f0f\u53ef\u4ee5\u770b\u5230\uff0cALife\u5b58\u5728\u4e00\u4e2a\u6838\u5fc3\u6982\u5ff5\uff0c\u5c31\u662f\u81ea\u7ec4\u7ec7\uff08Self Organising\uff09<\/strong>\u3002\u81ea\u7ec4\u7ec7\u6307\u7cfb\u7edf\u5185\u90e8\u901a\u8fc7\u5c40\u90e8\u7684\u4ea4\u4e92\u4f5c\u7528\u548c\u7b80\u5355\u7684\u89c4\u5219\uff0c\u81ea\u52a8\u751f\u6210\u590d\u6742\u3001\u7ed3\u6784\u5316\u7684\u6574\u4f53\u884c\u4e3a\uff0c\u800c\u65e0\u9700\u5916\u90e8\u7684\u4e2d\u592e\u63a7\u5236\u3002\u4e5f\u5c31\u662f\u8bf4\uff0cALife\u8fd9\u4e9b\u7c7b\u751f\u547d\u73b0\u8c61\uff0c\u90fd\u7531\u66f4\u5c0f\u7684\u201c\u4e3b\u4f53\u201d\u81ea\u7ec4\u7ec7\u7ec4\u6210\u3002<\/span><\/section>\n

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\u5c31\u50cf\u5f88\u591a\u7c92\u5b50\u7ec4\u6210\u4e86\u201c\u7ec6\u80de\u201d\uff0c\u5f88\u591a\u871c\u8702\u7ec4\u6210\u4e86\u8702\u7fa4\u4e00\u6837\uff0c\u591a\u4e2a\u4e3b\u4f53<\/span>\uff08Agent\uff09<\/span>\u7ec4\u6210\u66f4\u9ad8\u5f62\u6001\u7684\u201c\u7c7b\u751f\u547d\u201d\u3002\u8fd9\u4e9b\u4e3b\u4f53\u5e76\u4e0d\u542c\u547d\u4e8e\u67d0\u4e2a\u4e2d\u592e\u63a7\u5236\u7684\u4e3b\u4f53\uff0c\u800c\u662f\u57fa\u4e8e\u4e00\u5b9a\u7684\u89c4\u5219<\/span>\uff08\u5982\u6838\u51fd\u6570\uff09<\/span>\u6765\u51b3\u5b9a\u81ea\u5df1\u7684\u72b6\u6001\u3002<\/span><\/section>\n

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\u4f7f\u7528A\u6765\u8868\u793a\u5f53\u524d\u72b6\u6001\uff0c\u4f7f\u7528K\u6765\u8868\u793a\u6838\u51fd\u6570\uff0c\u90a3\u4e48\u751f\u547d\u6e38\u620f\u4e2d\uff0c\u4e16\u754c\u7684\u53d8\u5316\u5c31\u53ef\u4ee5\u7528\u4ee5\u4e0b\u7684\u516c\u5f0f\u6765\u8868\u8fbe\uff1a<\/span><\/section>\n

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\u751f\u547d\u6e38\u620f\u7684\u8303\u5f0f\uff0c\u6765\u6e90\uff1ahttps:\/\/www.youtube.com\/watch?v=7-97RhAZhXI&t<\/span><\/p>\n


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\u5bf9\u4e8eLenia\uff0c\u4e16\u754c\u53d8\u5316\u7684\u8303\u5f0f\u4e0e\u751f\u547d\u6e38\u620f\u76f8\u540c\uff0c\u4e5f\u7531\u5f53\u524d\u72b6\u6001A\u548c\u6838\u51fd\u6570K\u51b3\u5b9a\uff0c\u533a\u522b\u5c31\u5728\u4e8e\u4f7f\u7528\u7684\u5177\u4f53\u51fd\u6570\u4e0d\u540c\u3002\u4f8b\u5982\uff0cLenia\u7684\u6838\u51fd\u6570\u8303\u56f4\u5c31\u4e0d\u53ea\u662f3*3\u8303\u56f4\uff0c\u800c\u662f\u66f4\u5927\u7684\u8303\u56f4\uff0c\u5982\u56fe\uff1a<\/span><\/section>\n

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Lenia\u7684\u6838\u51fd\u6570\u4f5c\u7528\u4e8e\u66f4\u5927\u7684\u8303\u56f4\uff08\u7ea2\u8272\u90e8\u5206\uff09<\/span><\/section>\n

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ALife\u5e38\u89c1\u5f62\u5f0f\/\u57fa\u8d28\u4e00\u89c8\uff08\u5982\u6709\u9519\u8bef\uff0c\u8bf7\u7559\u8a00\u62cd\u7816\uff09<\/span><\/p>\n


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\u751f\u547d\u662f\u4e00\u79cd\u6d8c\u73b0<\/strong>\uff0c\u5373\u5fae\u89c2\u4e2a\u4f53\u901a\u8fc7\u81ea\u7ec4\u7ec7\u7ec4\u6210\u5b8f\u89c2\u7684\u201c\u751f\u547d\u201d\u3002<\/span><\/section>\n

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\u6700\u8fd1\uff0cSakana AI\u8054\u5408\u6765\u81eaMIT\u3001OpenAI\u3001\u745e\u58ebAI\u5b9e\u9a8c\u5ba4IDSIA\u7b49\u673a\u6784\u7684\u7814\u7a76\u4eba\u5458\uff0c\u516c\u5f00\u4e86\u201c\u81ea\u52a8\u641c\u7d22\u4eba\u5de5\u751f\u547d\u201d<\/strong>\u7684\u65b0\u7b97\u6cd5[2]\u3002\u8bb8\u591a\u516c\u4f17\u53f7\u5bf9\u8be5\u8bba\u6587\u8fdb\u884c\u4e86\u89e3\u8bfb\uff0c\u5e76\u7eb7\u7eb7\u91c7\u7528\u201c\u9707\u60ca\u4f53\u201d\u4f5c\u4e3a\u6807\u9898\uff0c\u53d1\u8868\u4e86\u5927\u91cf\u6587\u7ae0\u3002\u8fd9\u4e9b\u6587\u7ae0\u4f3c\u4e4e\u5728\u6697\u793aAI\u5df2\u7ecf\u63ed\u5f00\u4e86\u751f\u547d\u8d77\u6e90\u7684\u79d8\u5bc6\uff0c\u5f15\u53d1\u4e86\u5e7f\u6cdb\u5173\u6ce8\u3002\u4f46\u7b14\u8005\u4ed4\u7ec6\u9605\u8bfb\u8be5\u8bba\u6587\u540e\uff0c\u53d1\u73b0\u5176\u6838\u5fc3\u903b\u8f91\u5e76\u4e0d\u590d\u6742\u3002<\/span><\/section>\n

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\u7b14\u8005\u7528\u4e4b\u524d\u63d0\u5230\u7684AI\u5ba0\u7269\u673a\u5668\u4ebaMoflin\u505a\u4e2a\u4f8b\u5b50\uff0c\u5c06\u56fe\u7247\u63d0\u4f9b\u7ed9AI\uff0c\u5f97\u5230\u7684\u56de\u7b54\u662f\uff1a\u8fd9\u4e0d\u662f\u751f\u547d\u3002<\/span><\/section>\n

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AI\u5bf9\u4e00\u79cdALife\u662f\u5426\u4e3a\u751f\u547d\u7684\u5224\u65ad\uff1a\u4e0d\u662f<\/span><\/section>\n

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AI\u5bf9\u53e6\u4e00\u79cdALife\u662f\u5426\u4e3a\u751f\u547d\u7684\u5224\u65ad\uff1a\u662f<\/span><\/section>\n

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\u4eceAI\u7ed9\u51fa\u7684\u56de\u7b54\u53ef\u4ee5\u770b\u51fa\uff0cAI\u662f\u6709\u4e00\u5b9a\u80fd\u529b\u4ece\u89c6\u89c9\u89d2\u5ea6\u6765\u533a\u5206\u201c\u751f\u547d\u201d\u7684\uff0c\u4f1a\u5c06\u56fe\u7247\u5185\u5bb9\u4e0e\u5927\u6a21\u578b\u5df2\u77e5\u751f\u547d\u5f62\u5f0f\u548c\u7279\u5f81\u8fdb\u884c\u76f8\u4f3c\u6027\u6bd4\u8f83\uff0c\u8fdb\u800c\u5224\u65ad\u56fe\u4e2d\u5bf9\u8c61\u662f\u5426\u5177\u6709\u201c\u751f\u547d\u201d\u3002\u540c\u6837\uff0c\u8fd9\u4e5f\u662f\u201c\u81ea\u52a8\u641c\u7d22\u4eba\u5de5\u751f\u547d\u201d\u7b97\u6cd5\u7684\u5e95\u5c42\u903b\u8f91\u3002<\/span><\/section>\n

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\u201c\u81ea\u52a8\u641c\u7d22\u4eba\u5de5\u751f\u547d\u201d\u7b97\u6cd5\u867d\u7136\u5e95\u5c42\u903b\u8f91\u5f88\u7b80\u5355\uff0c\u4f46\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u6846\u67b6\u3002\u6846\u67b6\u5185\u5305\u542b\u4e09\u79cd\u641c\u7d22\u673a\u5236\uff1a\u76ee\u6807\u5bfc\u5411\u641c\u7d22<\/strong><\/span>\uff08\u5bfb\u627e\u7b26\u5408\u7279\u5b9a\u63cf\u8ff0\u7684\u751f\u547d\u5f62\u5f0f\uff09<\/span>\uff0c\u5f00\u653e\u5f0f\u8fdb\u5316\u641c\u7d22<\/strong><\/span>\uff08\u5bfb\u627e\u80fd\u6301\u7eed\u6709\u65b0\u9896\u6027\u7684ALife\u6a21\u62df\uff09<\/span>\uff0c\u4ee5\u53ca\u591a\u6837\u6027\u7167\u660e\u641c\u7d22<\/strong><\/span>\uff08\u63a2\u7d22\u6574\u4e2a\u53ef\u80fd\u7684\u751f\u547d\u5f62\u5f0f\u7a7a\u95f4\uff09<\/span>\u3002\u501f\u52a9\u8fd9\u4e2a\u6846\u67b6\uff0c\u6709\u671b\u63ed\u793a\uff1a\u7a76\u7adf\u662f\u4ec0\u4e48\u6837\u7684\u89c4\u5219\uff0c\u5bf9\u4ea7\u751f\u201c\u751f\u547d\u201d\u73b0\u8c61\u8d77\u5230\u5173\u952e\u4f5c\u7528\u3002<\/strong><\/span><\/section>\n

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\u8682\u8681\u548c\u4eba\u7c7b\u89e3\u51b3\u642c\u8fd0\u95ee\u9898\u7684\u793a\u610f\u56fe\uff0c\u6765\u6e90\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2414274121<\/span><\/p>\n


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\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u6765\u8bb2\uff0cALife\u548c\u8682\u8681\u642c\u8fd0\u7684\u6848\u4f8b\u90fd\u63d0\u793a\u6211\u4eec\uff0c\u667a\u80fd\u548c\u751f\u547d\u53ef\u80fd\u90fd\u662f\u4e00\u79cd\u6d8c\u73b0<\/strong>\uff0c\u90fd\u662f\u4ece\u7b80\u5355\u7684\u5c40\u90e8\u89c4\u5219\u53ef\u4ee5\u6d8c\u73b0\u51fa\u590d\u6742\u7684\u5168\u5c40\u884c\u4e3a\u6a21\u5f0f\u3002\u8fd9\u4e5f\u547c\u5e94\u4e86Anderson\u5728\u2018More is Different\u2019\u4e00\u6587\u4e2d\u63d0\u51fa\u7684\u89c2\u70b9\uff1a\u590d\u6742\u7cfb\u7edf\u7684\u884c\u4e3a\u5f80\u5f80\u65e0\u6cd5\u4ec5\u901a\u8fc7\u5176\u7ec4\u6210\u90e8\u5206\u7684\u6027\u8d28\u6765\u9884\u6d4b\u3002<\/span><\/section>\n

<\/span><\/section>\n

\u4ece\u4e2a\u4f53\u81ea\u7ec4\u7ec7\u4ee5\u53ca\u4ed6\u4eec\u4e4b\u95f4\u7684\u975e\u7ebf\u6027\u5173\u7cfb\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u5230\u4ee5\u4e0b\u542f\u53d1\uff1a<\/span><\/p>\n

    \n
  1. \n

    \u590d\u6742\u7cfb\u7edf\u6e90\u4e8e\u7b80\u5355\u89c4\u5219\u3002<\/strong>\u590d\u6742\u7684\u5168\u5c40\u884c\u4e3a\u53ef\u4ee5\u4ece\u7b80\u5355\u7684\u5c40\u90e8\u89c4\u5219\u6d8c\u73b0\uff0c\u65e0\u9700\u4e2d\u592e\u63a7\u5236\u3002<\/span><\/p>\n<\/li>\n

  2. \n

    \u81ea\u7ec4\u7ec7\u4e0e\u9002\u5e94\u6027\u3002<\/strong>\u6d8c\u73b0\u73b0\u8c61\u5c55\u793a\u4e86\u7cfb\u7edf\u5982\u4f55\u901a\u8fc7\u81ea\u7ec4\u7ec7\u9002\u5e94\u73af\u5883\u53d8\u5316\uff0c\u4e2a\u4f53\u4e4b\u95f4\u901a\u8fc7\u5c40\u90e8\u7684\u4e92\u52a8\u4e0d\u65ad\u8c03\u6574\u72b6\u6001\uff0c\u4ee5\u5e94\u5bf9\u5916\u90e8\u7684\u53d8\u5316\uff0c\u4fdd\u6301\u6574\u4f53\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u4e0e\u529f\u80fd\u3002<\/span><\/p>\n<\/li>\n

  3. \n

    \u53bb\u4e2d\u5fc3\u5316\u7684\u529b\u91cf\u3002<\/strong>\u53bb\u4e2d\u5fc3\u5316\u7cfb\u7edf\u80fd\u591f\u901a\u8fc7\u5c40\u90e8\u4ea4\u4e92\u5b9e\u73b0\u5168\u5c40\u76ee\u6807\uff0c\u907f\u514d\u96c6\u4e2d\u5f0f\u63a7\u5236\u53ef\u80fd\u5e26\u6765\u7684\u5355\u70b9\u6545\u969c\u3002<\/span><\/p>\n<\/li>\n

  4. \n

    \u751f\u547d\u4e0e\u667a\u80fd\u7684\u672c\u8d28\u3002<\/strong>\u751f\u547d\u548c\u667a\u80fd\u8fd9\u4e9b\u7279\u5f81\u53ef\u80fd\u5e76\u975e\u4ece\u4e00\u5f00\u59cb\u5c31\u8bbe\u8ba1\u597d\u7684\u529f\u80fd\uff0c\u800c\u662f\u901a\u8fc7\u81ea\u7ec4\u7ec7\u548c\u8fdb\u5316\u8fc7\u7a0b\u6d8c\u73b0\u51fa\u6765\u7684\u3002<\/span><\/p>\n<\/li>\n

  5. \n

    \u521b\u65b0\u4e0e\u521b\u9020\u529b\u3002<\/strong>\u521b\u65b0\u548c\u521b\u9020\u5f80\u5f80\u662f\u6d8c\u73b0\u7684\u7ed3\u679c\uff0c\u5b83\u4eec\u6e90\u81ea\u4e2a\u4f53\u7684\u591a\u6837\u6027\u3001\u4e2a\u4f53\u95f4\u7684\u4ea4\u4e92\u548c\u7ade\u4e89\u3002<\/span><\/p>\n<\/li>\n

  6. \n
    \u7cfb\u7edf\u601d\u7ef4\u7684\u89c6\u89d2\u3002<\/strong>\u7406\u89e3\u590d\u6742\u7cfb\u7edf\u9700\u8981\u4ece\u6574\u4f53\u548c\u5c40\u90e8\u4e24\u4e2a\u5c42\u9762\u8fdb\u884c\u5206\u6790\uff0c\u624d\u80fd\u5168\u9762\u7406\u89e3\u7cfb\u7edf\u7684\u8fd0\u4f5c\u65b9\u5f0f\u3002<\/span><\/section>\n<\/li>\n<\/ol>\n


    <\/strong><\/span><\/p>\n


    <\/strong><\/span><\/p>\n

    \n
    \n
    \n
    \n
    \n
    <\/section>\n
    <\/section>\n
    \n
    <\/section>\n<\/section>\n<\/section>\n
    \n

    7. \u7ed3\u8bed<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

    \n
    <\/section>\n
    <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

    <\/p>\n

    \u7814\u7a76ALife\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u6570\u5b66\u5316\u89c6\u89d2\uff0c\u7528\u4e8e\u76f4\u89c2\u5206\u6790\u751f\u547d\u4e0e\u667a\u80fd\u7684\u6d8c\u73b0\u8fc7\u7a0b\u3002\u540c\u65f6\uff0cALife\u7684\u7814\u7a76\u6846\u67b6\u4e5f\u4e3a\u7814\u7a76\u8005\u548c\u7231\u597d\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u5e73\u53f0\uff0c\u4fc3\u8fdb\u4e86\u5728\u540c\u4e00\u9886\u57df\u5185\u7684\u77e5\u8bc6\u5171\u4eab\u4e0e\u4ea4\u6d41\u3002<\/span><\/section>\n

    <\/span><\/section>\n
    More is different\u3002<\/strong><\/span><\/section>\n
    \u591a\u8005\u5f02\u4e5f\u3002<\/strong><\/span><\/section>\n

    <\/strong><\/span><\/section>\n

    <\/strong><\/span><\/section>\n

    \u53c2\u8003\u8d44\u6599<\/span><\/strong><\/span><\/h1>\n
    [1] https:\/\/zh.wikipedia.org\/zh-sg\/%E4%BA%BA%E5%B7%A5%E7%94%9F%E5%91%BD<\/span><\/section>\n
    [2] https:\/\/arxiv.org\/abs\/2412.17799<\/span><\/section>\n
    [3] https:\/\/asal.sakana.ai\/<\/span><\/section>\n

    [4] https:\/\/github.com\/SakanaAI\/asal<\/span><\/p>\n

    <\/p>\n

    <\/p>\n

    \n
    \n
    \n
    \u4f5c\u8005\uff1a\u97e9\u53f8\u9633\u3001\u5f6d\u6668<\/span><\/section>\n
    \u5ba1\u6838\uff1a\u5f20\u6c5f \u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388<\/span><\/section>\n
    \u51fa\u54c1\uff1a\u4e2d\u56fd\u79d1\u534f\u79d1\u666e\u90e8<\/span><\/section>\n
    \u76d1\u5236\uff1a\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u51fa\u7248\u793e\u6709\u9650\u516c\u53f8\u3001\u5317\u4eac\u4e2d\u79d1\u661f\u6cb3\u6587\u5316\u4f20\u5a92\u6709\u9650\u516c\u53f8<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n
    <\/section>\n

    <\/p>\n

    <\/p>\n

    \n
    \n
    \n
    \n

    \u300a\u4e00\u79cd\u65b0\u79d1\u5b66\u300b\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

    <\/p>\n

    \u300a\u4e00\u79cd\u65b0\u79d1\u5b66\u300b\u4f5c\u4e3aStephen Wolfram\u7684\u5f00\u521b\u6027\u8457\u4f5c\uff0c\u5728\u4eba\u5de5\u667a\u80fd\u84ec\u52c3\u53d1\u5c55\u7684\u4eca\u5929\u91cd\u65b0\u7115\u53d1\u751f\u673a\u3002\u8be5\u4e66\u63a2\u8ba8\u7684\u7b80\u5355\u7a0b\u5e8f\u751f\u6210\u590d\u6742\u6027\u3001\u8ba1\u7b97\u666e\u904d\u6027\u548c\u6d8c\u73b0\u884c\u4e3a\u7b49\u6838\u5fc3\u6982\u5ff5\uff0c\u4e0e\u73b0\u4ee3AI\u548c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u57fa\u672c\u539f\u7406\u9ad8\u5ea6\u543b\u5408\u3002\u6700\u8fd1\u793e\u533a\u6210\u5458\u97e9\u53f8\u9633\u7b49\u8001\u5e08\u79ef\u6781\u63a8\u52a8\u300aA New Kind of Science\u300b\u5728\u56fd\u5185\u7684\u7ffb\u8bd1\u51fa\u7248\u5de5\u4f5c\uff0c\u6240\u4ee5\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u793e\u533a\u6210\u5458\u97e9\u53f8\u9633\u3001\u7ae0\u5f66\u535a\u3001\u5f90\u6069\u5ce4\u3001\u5f20\u6c5f\u4e00\u8d77\u8054\u5408\u53d1\u8d77\u5173\u4e8e\u8fd9\u672c\u4e66\u7684\u8bfb\u4e66\u4f1a<\/a>\uff0c\u4ece9\u67081\u65e5\u8d77\uff0c\u6bcf\u5468\u65e5\u4e0a\u534810:00-12:00\u5f00\u59cb\u7cfb\u5217\u7684\u8ba8\u8bba\uff0c\u6b22\u8fce\u5927\u5bb6\u52a0\u5165\u8bfb\u4e66\u4f1a\uff0c\u505a\u8bfb\u4e66\u4f1a\u5206\u4eab\u6216\u8005\u8ba4\u9886\u7ffb\u8bd1\u4efb\u52a1\u3002<\/span><\/section>\n

    <\/span><\/section>\n
    \u672c\u6b21\u8bfb\u4e66\u4f1a\u4e3b\u8981\u662f\u4e3a\u4e86\u805a\u96c6\u66f4\u591a\u5bf9\u8fd9\u672c\u4e66\u548c\u8fd9\u5957\u7406\u8bba\u611f\u5174\u8da3\u7684\u63a2\u7d22\u8005\u4e00\u8d77\u6df1\u5ea6\u4ea4\u6d41\u78b0\u649e\uff0c\u5e76\u7ec4\u7ec7\u6709\u80fd\u529b\u7684\u7814\u7a76\u8005\u4e00\u540c\u5c06\u8fd9\u672c20\u5e74\u7684\u7ecf\u5178\u5de8\u4f5c\u7ffb\u8bd1\u6210\u4e2d\u6587\u7248\uff1b\u540c\u65f6\u4e5f\u662f\u60f3\u501f\u6b64\u673a\u4f1a\uff0c\u80fd\u591f\u6df1\u5165\u91cd\u8bfb\u7ecf\u5178\u300aA New Kind of Science\u300b\uff0c\u6316\u6398\u4e0e\u5f53\u524d\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6a21\u578b\u7814\u7a76\u6709\u7740\u6df1\u523b\u8054\u7cfb\uff0c\u5b66\u4e60Wolfram\u7684\u8de8\u5b66\u79d1\u65b9\u6cd5\u548c\u5bf9\u81ea\u7136\u754c\u6a21\u5f0f\u7684\u7814\u7a76\uff0c\u4e3aAI\u7b97\u6cd5\u4f18\u5316\u548c\u7cfb\u7edf\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u65b0\u89c6\u89d2\u3002\u5e2e\u52a9\u66f4\u591a\u7684\u5b66\u672f\u7814\u7a76\u8005\u548c\u6280\u672f\u5e94\u7528\u8005\u4ece\u66f4\u5e7f\u9614\u7684\u79d1\u5b66\u54f2\u5b66\u89d2\u5ea6\u5ba1\u89c6AI\u6280\u672f\uff0c\u6df1\u5316\u5bf9AI\u672c\u8d28\u7684\u7406\u89e3\uff0c\u5e76\u53ef\u80fd\u6fc0\u53d1\u89e3\u51b3\u5f53\u524dAI\u6311\u6218\u7684\u521b\u65b0\u601d\u8def\uff0c\u4e3a\u63a2\u7d22AI\u7684\u672a\u6765\u53d1\u5c55\u65b9\u5411\u63d0\u4f9b\u542f\u793a\u3002<\/span><\/section>\n

    <\/span><\/section>\n
    <\/span><\/span><\/a><\/section>\n
    <\/section>\n

    \u8be6\u60c5\u8bf7\u89c1\uff1a<\/span>\u5168\u65b0\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u7ec4\u961f\u7814\u8bfb\u7ffb\u8bd1\u590d\u6742\u79d1\u5b66\u795e\u4e66\uff0c\u5f00\u542f\u201c\u4e00\u79cd\u65b0\u79d1\u5b66\u201d<\/a><\/span><\/p>\n

    <\/section>\n<\/section>\n

    \u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/p>\n

    <\/strong><\/section>\n
    1. <\/strong>\u51af\u00b7\u8bfa\u4f9d\u66fc\u7684\u9057\u4ea7\uff1a\u5bfb\u627e\u4eba\u5de5\u751f\u547d\u7684\u7406\u8bba\u6839\u6e90<\/a><\/strong><\/span><\/section>\n
    2. <\/strong>\u4ece\u751f\u547d\u5230\u4eba\u5de5\u751f\u547d\uff1a\u672a\u6765\u751f\u547d\u5f62\u6001\u4f1a\u662f\u600e\u6837\uff1f<\/a><\/strong><\/span><\/section>\n
    3. <\/strong>\u4eba\u5de5\u7ec6\u80de\uff1a\u81ea\u4e0a\u800c\u4e0b\u521b\u9020\u751f\u547d | \u96c6\u667a\u767e\u79d1<\/a><\/strong><\/span><\/section>\n
    <\/span><\/section>\n
    4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
    <\/strong>5.<\/strong> \u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n

    6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n

    <\/p>\n

    <\/p>\n

    \u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/strong><\/span><\/strong><\/span><\/strong><\/p>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    \u5bfc\u8bed \u7814\u7a76ALife\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u6570\u5b66\u5316\u89c6\u89d2\uff0c\u7528\u4e8e\u76f4\u89c2\u5206\u6790\u751f\u547d\u4e0e\u667a\u80fd\u7684\u6d8c\u73b0\u8fc7\u7a0b\u3002 \u7814\u7a76\u9886\u57df\uff1a\u4eba\u5de5\u751f\u547d\uff0c\u9e1f\u7fa4\u6a21\u62df\uff0c\u5eb7\u5a01\u6e38\u620f\uff0c\u6d8c\u73b0 \u97e9\u53f8\u9633\u3001\u5f6d\u6668 | \u4f5c\u8005 \u5f20\u6c5f | \u5ba1\u6838 1. \u5f15\u5b50 \u9996\u5148\u95ee\u4e00\u4e2a\u95ee\u9898\uff1a\u4e0b\u56fe\u4e2d\uff0c\u624b\u91cc\u628a\u73a9\u7684\u662f\u4ec0\u4e48\uff1f \u76f8\u4fe1\u5f88\u591a\u5e74\u9f8430+\u7684\u4eba\u90fd\u77e5\u9053\uff0c\u8fd9\u662f\u201c\u7535\u5b50\u5ba0\u7269\u201d\u3002 \u201c\u7535…<\/p>\n","protected":false},"author":1,"featured_media":56959,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/56992"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=56992"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/56992\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/56959"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=56992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=56992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=56992"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=56992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}