Deep Multi-Agent Reinforcement Learning

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์•ˆ๋…•ํ•˜์„ธ์š”. ๊น€์„คํ˜ธ์ž…๋‹ˆ๋‹ค. ์ด๋ฒˆ์— COMA๋กœ ์œ ๋ช…ํ•ด์ง„ Foerster์˜ ๋ฐ•์‚ฌํ•™์œ„ ๋…ผ๋ฌธ์„ ๋ฒˆ์—ญํ•ด๋ณด๋Š” ์‹œ๊ฐ„์„ ๊ฐ€์ ธ๋ณด์•˜์Šต๋‹ˆ๋‹ค. ํ˜ผ์ž ๋…ผ๋ฌธ์„ ์ฆ๊ฒจ ์ฝ๋Š” ์ €๋กœ์„œ ํ•ญ์ƒ ์•„์‰ฌ์› ๋˜ ์ ์€ ๋‚ด๊ฐ€ ์ง€๊ธˆ ์ดํ•ดํ•œ ๊ฒƒ์— ๋Œ€ํ•ด ๋‹ค๋ฅธ ์‚ฌ๋žŒ์€ ์–ด๋–ป๊ฒŒ ์ƒ๊ฐํ• ๊นŒ์— ๋Œ€ํ•œ ํ•ด์†Œ๊ฐ€ ํž˜๋“ค์—ˆ๋˜ ์ ์ž…๋‹ˆ๋‹ค. ์ด ๋ฒˆ์—ญ์„ ํ†ตํ•ด ์ €์™€ ๊ฐ™์€ ์• ํ™˜์„ ๊ฐ€์ง„ ๋งŽ์€ ๋ถ„๋“ค์—๊ฒŒ ์กฐ๊ทธ๋งŒ ๋„์›€์ด ๋˜์—ˆ์œผ๋ฉด ์ข‹๊ฒ ์Šต๋‹ˆ๋‹ค :)

๋ณธ ๋‚ด์šฉ์€ ์ด๊ณณ์—์„œ ํ™•์ธ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. permission์„ ์–ป์€์ƒํƒœ์ด๊ณ , ๋‹จ๊ธฐ๊ฐ„์— ๋น ๋ฅด๊ฒŒ ์™„์„ฑํ•˜๊ธฐ ์œ„ํ•ด ๋งŽ์€ ๋ถ€์กฑํ•œ ๋ถ€๋ถ„์ด ์กด์žฌํ•˜๋Š”๋ฐ ์œ ์˜ํ•ด์„œ ์ฝ์–ด์ฃผ์…จ์œผ๋ฉด ์ข‹๊ฒ ์Šต๋‹ˆ๋‹ค.

๊นƒํ—ˆ๋ธŒ๋ฅผ ํ†ตํ•ด ๋“ค์–ด์˜จ ๋ถ„๋“ค์„ ์œ„ํ•œ ๊นƒ๋ถ ๋งํฌ๋ฅผ ๋‚จ๊ฒจ๋†“๊ฒ ์Šต๋‹ˆ๋‹ค.

Written by Jakob N. Foerster

  • Translators

    • Seolho Kim

      • Deep Reinforcement Learningํ•˜๋Š” ๊ฒƒ์„ ์ข‹์•„ํ•ฉ๋‹ˆ๋‹ค. Molecule generation, Infection simulation ๊ด€๋ จ ์—ฐ๊ตฌ๋ฅผ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค(2021-12 ๊ธฐ์ค€). ์ˆ˜ํ•™์„ ํƒ„ํƒ„ํžˆ ํ•˜๊ธฐ์œ„ํ•ด ๋งŽ์€ ๋…ธ๋ ฅ์„ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

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