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31_2958_2961.mp3 | 好 那 接 下 來 考 慮 56 天 會 怎 麼 樣 呢 | [
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31_2983_2984.mp3 | 這 個 x 還 記 得 它 叫 什 麼 嗎 | [
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31_2985_2987.mp3 | 把 feature 乘 上 一 個 weight | [
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31_2987_2989.mp3 | 再 加 上 一 個 bias 就 得 到 預 測 的 結 果 | [
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31_2989_2992.mp3 | 這 樣 的 模 型 有 一 個 共 同 的 名 字 | [
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31_2992_2994.mp3 | 叫 做 linear model | [
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31_2994_2995.mp3 | 那 我 們 接 下 來 會 看 | [
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|
31_2996_2998.mp3 | 怎 麼 把 linear model 做 得 更 好 | [
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32_2_3.mp3 | 想 要 跟 大 家 分 享 的 | [
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32_8_10.mp3 | 什 麼 是 reward shaping 呢 | [
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|
32_17_18.mp3 | 得 到 一 堆 reward | [
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32_29_31.mp3 | 該 做 什 麼 不 做 什 麼 | [
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|
32_52_53.mp3 | 那 意 味 著 什 麼 | [
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|
32_62_64.mp3 | 得 到 的 reward 都 是 0 嘛 | [
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32_67_69.mp3 | 那 如 果 不 管 執 行 什 麼 action | [
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32_184_185.mp3 | 也 就 是 我 們 | [
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32_198_199.mp3 | 那 這 種 東 | [
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32_199_201.mp3 | 這 種 訂 額 外 的 reward | [
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|
32_207_210.mp3 | 其 實 也 很 擅 長 做 reward shaping | [
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32_258_259.mp3 | 就 去 休 息 了 | [
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|
32_266_267.mp3 | 那 領 隊 有 法 力 | [
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|
32_324_326.mp3 | 然 後 最 後 你 就 可 以 博 班 畢 業 | [
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|
32_336_338.mp3 | 要 再 業 配 也 沒 幾 次 了 | [
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|
32_349_351.mp3 | 給 大 家 參 考 | [
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|
32_351_352.mp3 | 那 這 邊 舉 的 例 子 呢 | [
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32_357_358.mp3 | 所 以 這 邊 呢 | [
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32_380_384.mp3 | 這 邊 的 每 一 個 選 手 都 不 是 人 | [
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32_501_504.mp3 | 好 接 下 來 就 是 一 些 比 較 有 趣 的 reward 了 | [
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32_530_531.mp3 | 那 多 划 不 來 | [
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32_588_589.mp3 | 它 在 邊 緣 一 直 轉 圈 圈 就 好 | [
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32_595_597.mp3 | 也 許 這 樣 是 一 個 最 安 全 的 做 法 | [
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32_609_611.mp3 | 所 以 這 是 一 個 非 常 有 趣 的 | [
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32_629_632.mp3 | 那 今 天 再 舉 另 外 一 個 reward shaping 的 例 子 | [
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32_634_636.mp3 | 那 這 個 機 器 手 臂 的 工 作 呢 | [
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32_649_651.mp3 | 但 是 你 可 能 會 想 到 一 個 | [
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32_651_653.mp3 | 很 直 覺 的 reward shaping 的 方 法 是 | [
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32_656_657.mp3 | 離 這 個 棍 子 越 近 | [
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32_679_681.mp3 | 但 它 做 的 事 情 呢 | [
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32_707_709.mp3 | 你 在 用 的 時 候 必 須 要 小 心 | [
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32_734_737.mp3 | curiosity based 的 reward shaping | [
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|
32_786_788.mp3 | 那 我 們 來 播 一 下 這 個 demo | [
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|
32_862_864.mp3 | 我 把 它 停 下 來 等 我 一 下 | [
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|
32_873_875.mp3 | 破 關 就 可 以 得 到 positive 的 reward | [
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32_879_881.mp3 | 這 種 reward 太 sparse 了 | [
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32_881_882.mp3 | 大 概 很 難 拿 來 訓 練 agent | [
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32_884_886.mp3 | 你 要 不 斷 地 看 到 新 東 西 | [
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