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Add lecture materials for Model-Free, Control, and Value topics

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- Added Lecture4 - ModelFree.pdf (3013 KB)
- Added Lecture5 - Control.pdf (2575 KB)
- Added Lecture6 - Value.pdf (3320 KB)
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刘航宇
2026-04-28 20:28:00 +08:00
commit ceddbdd559
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强化学习个人课程作业报告/outputs/tables/clustering_comparison.csv
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k,inertia,silhouette_x,log_likelihood,bic,aic,silhouette_y
2,1092962.434364126,0.174016661115075,181335.84491703784,-359250.54291550705,-362061.6898340757,0.41420390111182703
3,1018586.5047121042,0.17317021187208304,554291.2303605897,-1103445.131905755,-1107666.4607211794,0.2977020104302583
4,953249.4382030136,0.18080059886795355,972834.1094461675,-1938814.7081800548,-1944446.218892335,0.3964327255424141
5,889284.892342685,0.1964251564081267,1002913.0930748597,-1997256.4935405836,-2004298.1861497194,0.40146893512413845
6,818950.9117652641,0.17683056672008368,1180025.734163945,-2349765.5938218986,-2358217.46832789,0.24683353848428613
7,777658.2185885893,0.197056012688701,1203191.531501821,-2394381.006600795,-2404243.063003642,0.3109553553475885
8,691940.8330833976,0.20149802939267383,1261969.3739466753,-2510220.5095936474,-2521492.7478933507,0.17264064800570944
1 k inertia silhouette_x log_likelihood bic aic silhouette_y
2 2 1092962.434364126 0.174016661115075 181335.84491703784 -359250.54291550705 -362061.6898340757 0.41420390111182703
3 3 1018586.5047121042 0.17317021187208304 554291.2303605897 -1103445.131905755 -1107666.4607211794 0.2977020104302583
4 4 953249.4382030136 0.18080059886795355 972834.1094461675 -1938814.7081800548 -1944446.218892335 0.3964327255424141
5 5 889284.892342685 0.1964251564081267 1002913.0930748597 -1997256.4935405836 -2004298.1861497194 0.40146893512413845
6 6 818950.9117652641 0.17683056672008368 1180025.734163945 -2349765.5938218986 -2358217.46832789 0.24683353848428613
7 7 777658.2185885893 0.197056012688701 1203191.531501821 -2394381.006600795 -2404243.063003642 0.3109553553475885
8 8 691940.8330833976 0.20149802939267383 1261969.3739466753 -2510220.5095936474 -2521492.7478933507 0.17264064800570944