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worldmodelproject's Introduction

WorldModelProject

Step1

既存の論文(Emergent Communication with World Models)の実装を再現する。 実験ログ

  1. とりあえずの全体実装 success rate は 0.50前後(ベースライン)までしか行かない
  2. 部分ごとの検証(partial_experiment) ノートブック上にラフにログを書いた。
  3. 統合されたモデルの実装 ゴール位置を変えてそれぞれに対して実験
    1. (1,3)と(-2,3)の場合 ノートブック上にラフにログを書いた。
    2. (1,7)と(-2,7)の場合 .pyファイルで実験したのでここに記録 上記設定のハイパラではうまく行かなかったためハイパラサーチ
      T rmd_ent 結果 備考
      36 0.02 失敗 (1,3)と(-2,3)のパラメタ
      36 0.05 失敗
      36 0.1 失敗 success rate 0.1前後
      56 0.02 失敗
      56 0.05 成功 success rate 0.9前後

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