{
  "id": 132162,
  "title": "Human-'Robot/AI' Interactive RL for deepfake detection.",
  "url": "/competitions/deepfake-detection-challenge/discussion/132162",
  "author_name": "jack liu",
  "post_date": "2020-02-24T15:57:20.624000",
  "votes": 0,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Since deepfake is very hard to detect, need human give rewards for robot/ai to learn it is fake or not.\nI think Human-'Robot/AI' Interactive RL for deepfake detection.\nGeneral method like this: interactive reinforcement learning with robot when human says good (excellent means more positive reward) then robot get positive rewards,or any other words robot hard coded as positive/negative rewards or human show a number sign robot recognized it as positive/negative reward, or human press a button on robot as positive/negative reward.there are many methods, this method is generally for any reinforcement learning for general AI.</p>",
  "messages": [
    {
      "id": 755263,
      "postDate": "2020-02-24T15:57:20.623Z",
      "content": "<p>Since deepfake is very hard to detect, need human give rewards for robot/ai to learn it is fake or not.\nI think Human-'Robot/AI' Interactive RL for deepfake detection.\nGeneral method like this: interactive reinforcement learning with robot when human says good (excellent means more positive reward) then robot get positive rewards,or any other words robot hard coded as positive/negative rewards or human show a number sign robot recognized it as positive/negative reward, or human press a button on robot as positive/negative reward.there are many methods, this method is generally for any reinforcement learning for general AI.</p>",
      "rawMarkdown": "Since deepfake is very hard to detect, need human give rewards for robot/ai to learn it is fake or not.\nI think Human-'Robot/AI' Interactive RL for deepfake detection.\nGeneral method like this: interactive reinforcement learning with robot when human says good (excellent means more positive reward) then robot get positive rewards,or any other words robot hard coded as positive/negative rewards or human show a number sign robot recognized it as positive/negative reward, or human press a button on robot as positive/negative reward.there are many methods, this method is generally for any reinforcement learning for general AI."
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "755263": "Since deepfake is very hard to detect, need human give rewards for robot/ai to learn it is fake or not.\nI think Human-'Robot/AI' Interactive RL for deepfake detection.\nGeneral method like this: interactive reinforcement learning with robot when human says good (excellent means more positive reward) then robot get positive rewards,or any other words robot hard coded as positive/negative rewards or human show a number sign robot recognized it as positive/negative reward, or human press a button on robot as positive/negative reward.there are many methods, this method is generally for any reinforcement learning for general AI."
  }
}