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32_889_891.mp3
破 瑪 利 歐 的 其 中 一 些 關 卡
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47.727787
32_895_897.mp3
你 知 道 瑪 利 歐 是 橫 向 捲 軸 遊 戲 嘛
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30.442622
32_897_900.mp3
那 你 要 破 關 就 是 要 不 斷 地 往 右 走 嘛
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47.333658
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47.021442
32_926_928.mp3
好 那 這 個 影 片 還 有 後 半 段 啦
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45.860247
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45.670252
32_944_946.mp3
直 接 叫 機 器 去 玩 vizdoom
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39.524714
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39.493986
32_946_948.mp3
我 們 也 來 放 一 下 vizdoom 的 部 分 好 了
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4.129263
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4.271666
32_1002_1004.mp3
那 種 雜 訊 的 那 個 畫 面
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25.425674
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25.463737
32_1012_1014.mp3
等 我 一 下
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31.337496
32_1014_1017.mp3
好 有 意 義 的 新 這 件 事 情
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34.320469
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32.817317
32_1017_1020.mp3
就 是 假 設 我 們 要 求 agent
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43.195059
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41.764278
32_1037_1039.mp3
它 會 覺 得 它 不 斷 地 看 到 新 的 東 西
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39.211512
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39.064268
32_1050_1052.mp3
那 你 再 參 考 他 的 論 文
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33.08146
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32.134939
33_62_64.mp3
任 何 machine learning 的 內 容 之 前
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42.99823
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41.94469
33_101_104.mp3
ai 可 以 不 斷 地 學 習 新 的 任 務
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13.036492
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13.311539
33_114_115.mp3
那 life long learning 呢
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30.879114
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30.392469
33_126_130.mp3
比 如 說 有 的 人 叫 它 continuous learning
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28.457819
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27.676258
33_154_155.mp3
舉 例 來 說 啊
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-2.630484
[]
null
33_319_321.mp3
也 會 有 以 下 的 問 題
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30.210345
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30.063248
33_352_354.mp3
好 那 任 務 一 學 完 之 後
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26.259767
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27.820207
33_475_477.mp3
那 不 知 道 為 什 麼
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41.72475
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40.471707
33_499_503.mp3
好 那 我 看 看 有 沒 有 同 學 有 問 題 要 問 的
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46.183168
33_578_580.mp3
我 們 要 用 neuron network
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37.811453
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53.244527
33_657_660.mp3
能 夠 讓 機 器 學 會 這 麼 簡 單 的 問 題
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31.627111
33_710_713.mp3
好 那 任 務 五 就 是 這 麼 簡 單
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48.737609
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48.685221
33_713_715.mp3
就 是 我 們 剛 才 看 過 的 那 個 蛋 糕 的 例 子
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46.887826
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46.948907
33_735_737.mp3
因 為 它 還 沒 學 到 任 務 五 啊
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3.487183
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0.006976
33_777_779.mp3
機 器 只 要 一 學 新 的 任 務
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41.414606
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41.326867
33_823_825.mp3
第 三 個 任 務 的 正 確 率
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32.256
33_869_870.mp3
所 以 你 會 發 現 說
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34.670603
33_876_878.mp3
它 就 像 左 邊 這 個 人 一 樣
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27.066296
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25.539304
33_950_952.mp3
就 可 以 讓 機 器 學 會 多 個 任 務 了
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33.119463
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32.921115
33_984_986.mp3
同 時 具 有 999 個
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38.327017
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38.033403
33_1047_1049.mp3
所 有 讀 過 的 教 材
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36.039426
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36.039426
33_1075_1077.mp3
通 常 會 把 multi task training
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46.713678
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47.010978
33_1083_1084.mp3
雖 然 當 任 務 多 的 時 候
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37.624408
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37.624408
33_1095_1097.mp3
是 life long learning 沒 有 辦 法 超 越 的 結 果
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41.91282
33_1100_1100.mp3
你 往 往 會
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42.126951
33_1377_1380.mp3
任 務 二 其 實 還 是 手 寫 數 字 辨 識
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22.643807
33_1410_1413.mp3
往 左 轉 15 度 也 算 是 新 的 任 務
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32.915207
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33.126375
33_1450_1452.mp3
然 後 0 2 4 屬 於 第 一 個 class
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33.837173
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33.666383
33_1508_1510.mp3
好 那 我 們 就 繼 續 吧
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32.381502
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29.731592
33_1564_1566.mp3
學 到 第 t 1 個 任 務 以 後
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45.87627
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45.715666
33_1571_1573.mp3
在 這 t 個 任 務 上 再 算 一 次 正 確 率
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37.275201
33_1717_1719.mp3
正 確 率 1 2% 等 等
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43.470226
33_1776_1778.mp3
在 任 務 一 上 的 正 確 率 差 多 少
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36.365291
33_1799_1800.mp3
舊 的 任 務 就 會 不 斷 遺 忘
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39.451197
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39.329222
33_1832_1834.mp3
把 原 來 的 任 務 一 做 得 更 好
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19.908507
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19.967124
33_1847_1848.mp3
好 那 還 有 一 種 評 估 方 式
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34.250858
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34.210947
33_1867_1868.mp3
我 們 現 在 看 看 同 學 有 沒 有 問 題
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17.917484
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18.166994
33_1869_1870.mp3
好 我 們 繼 續 講
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35.917493
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36.317141
33_1872_1873.mp3
好 今 天 這 個 forward transfer
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44.404709
33_1896_1897.mp3
它 的 意 思 是 說
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