Row 9013

Row ID: 9013 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 9013 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

I'm intrigued by the research behind OpenAI Five (Dota 2 agents - paper here: https://cdn.openai.com/dota-2.pdf) and curious about achieving something similar on a much smaller scale with significantly fewer GPU resources.

Given the complexity of training agents for games, is it feasible to develop capable agents, albeit with less capabilities, using only a single consumer-grade GPU? Are there any examples of projects or individuals attempting similar feats with limited resources?

Any insights or advice would be greatly appreciated!

Thank you.

FieldValue
text I'm intrigued by the research behind OpenAI Five (Dota 2 agents - paper here: https://cdn.openai.com/dota-2.pdf) and curious about achieving something similar on a much smaller scale with significantly fewer GPU resources. Given the complexity of training agents for games, is it feasible to develop capable agents, albeit with less capabilities, using only a single consumer-grade GPU? Are there any examples of projects or individuals attempting similar feats with limited resources? Any insights…
label r/openai
dataType post
communityName r/OpenAI
datetime 2024-05-20
username_encoded Z0FBQUFBQm5Lakw0bDVEa1ZPelV3bkpKOFJtSWF1d1FqZ08xNERyaFNSVHN6el9iU0lfWkFGVi1LcTdLTXplcDFJZ1FtckpZYXBZN1JQaGNNWmo1UVRrOE85cURPQUlTMGlGck1XUzlER0xBNDBZUjJMVks4X0E9
url_encoded Z0FBQUFBQm5Lak9JNXU3MTZPOTN1d0l3clhnRUJEb1Q3UWdwNWt5Tzg0VjIxN0ZBRHhJbnZtYUNubXVXVkhnbzI1TlFLSUVWX0NPOERGcVU4VzdiMkN2QU44Y0htZ0M0dDNWY19wUnpSbzE3VTBoVC1DbTZiZzJDeEx2VnE5NXlQdjk2Rm5oZHNVbUs2NjA1Z3B1bUdCWWVyOTRoUDJScXFJMHBDS0RobDd2UVhZUDRucEJDT1ZuTGQ3Y3YzTUViQ0ZqaVhWZG9DWFdHZV9kWjlxdE5MbzBxSXdZa2FEX2NzZz09

Raw Record

{
  "text": "I'm intrigued by the research behind OpenAI Five (Dota 2 agents - paper here: https://cdn.openai.com/dota-2.pdf) and curious about achieving something similar on a much smaller scale with significantly fewer GPU resources.\n\nGiven the complexity of training agents for games, is it feasible to develop capable agents, albeit with less capabilities, using only a single consumer-grade GPU? Are there any examples of projects or individuals attempting similar feats with limited resources?\n\nAny insights or advice would be greatly appreciated!\n\nThank you.",
  "label": "r/openai",
  "dataType": "post",
  "communityName": "r/OpenAI",
  "datetime": "2024-05-20",
  "username_encoded": "Z0FBQUFBQm5Lakw0bDVEa1ZPelV3bkpKOFJtSWF1d1FqZ08xNERyaFNSVHN6el9iU0lfWkFGVi1LcTdLTXplcDFJZ1FtckpZYXBZN1JQaGNNWmo1UVRrOE85cURPQUlTMGlGck1XUzlER0xBNDBZUjJMVks4X0E9",
  "url_encoded": "Z0FBQUFBQm5Lak9JNXU3MTZPOTN1d0l3clhnRUJEb1Q3UWdwNWt5Tzg0VjIxN0ZBRHhJbnZtYUNubXVXVkhnbzI1TlFLSUVWX0NPOERGcVU4VzdiMkN2QU44Y0htZ0M0dDNWY19wUnpSbzE3VTBoVC1DbTZiZzJDeEx2VnE5NXlQdjk2Rm5oZHNVbUs2NjA1Z3B1bUdCWWVyOTRoUDJScXFJMHBDS0RobDd2UVhZUDRucEJDT1ZuTGQ3Y3YzTUViQ0ZqaVhWZG9DWFdHZV9kWjlxdE5MbzBxSXdZa2FEX2NzZz09"
}
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