Row 4311

Row ID: 4311 | Dataset Entry | Axioma AXP Content Repository

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Last year, Stuart Russell's team devised a strategy to beat AlphaGo. A top amateur player won using a "loop" tactic that a human would have easily spot and dispatched. Because this tactic presumably did not occur in many of the human-played games in AlphaGo's training set, AlphaGo failed to recognize it and lost. [https://www.ft.com/content/175e5314-a7f7-4741-a786-273219f433a1](https://www.ft.com/content/175e5314-a7f7-4741-a786-273219f433a1)

My question: Since AlphaZero is not trained on human-played games, but rather learned through self-play, it should not be susceptible to this sort of "hack". True?

FieldValue
text Last year, Stuart Russell's team devised a strategy to beat AlphaGo. A top amateur player won using a "loop" tactic that a human would have easily spot and dispatched. Because this tactic presumably did not occur in many of the human-played games in AlphaGo's training set, AlphaGo failed to recognize it and lost. [https://www.ft.com/content/175e5314-a7f7-4741-a786-273219f433a1](https://www.ft.com/content/175e5314-a7f7-4741-a786-273219f433a1) My question: Since AlphaZero is not trained on human…
label r/neuralnetworks
dataType post
communityName r/neuralnetworks
datetime 2024-04-07
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Raw Record

{
  "text": "Last year, Stuart Russell's team devised a strategy to beat AlphaGo. A top amateur player won using a \"loop\" tactic that a human would have easily spot and dispatched. Because this tactic presumably did not occur in many of the  human-played games in AlphaGo's training set, AlphaGo failed to recognize it and lost. [https://www.ft.com/content/175e5314-a7f7-4741-a786-273219f433a1](https://www.ft.com/content/175e5314-a7f7-4741-a786-273219f433a1)\n\nMy question: Since AlphaZero is not trained on human-played games, but rather learned through self-play, it should not be susceptible to this sort of \"hack\". True? ",
  "label": "r/neuralnetworks",
  "dataType": "post",
  "communityName": "r/neuralnetworks",
  "datetime": "2024-04-07",
  "username_encoded": "Z0FBQUFBQm5LakwxSU5ham5fUXp0QWhtSkJRRk5RUFFpMzZBU2hjLWROVWZzaWljcDNKTEk1VWgwZTJJR3h4WUM1NmdmTjJmOHZEaExCTU8wbTU0R2J2QkpRRlVhY2ZxWVE9PQ==",
  "url_encoded": "Z0FBQUFBQm5Lak9GRE95X0pieHVuY0I1blVlV0NXdjNMVnZuNFZxTmlkbWEwYmFDVjBqbnBBZDBtS2pHenFjcnhKdjhiV0FfcEN3SGhpSVlrT01IaTZuSTdSYk1VV0pjMWNPSUdaRklJcXlNcEVsRTV2VWRKRENIcUk4OGlLVjN1c1ZVeU9uNk81Z2FvZ29EYlV5UUhrWDNlNHZNMXI5Rmlyd1hCTTk0cVNFeUZVSUdMU0N5MVJsWENHQkdCa1JLSHFDZ2NjbUxLRlg1YXV6LS1XQWhheTE2bXljdm9QZGZBdz09"
}
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