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Deep Reinforcement Learning

less than 1 minute read

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Deep Reinforcement Learning

  1. Introduction
  2. RN on Frozen Lake - Exploit VS Exploration
  3. Q-table, Q-function approximation, Q-Network
  4. Playing Atari with Deep Reinforcement Learning, NIPS 2013
  5. Human-level control through deep reinforcement learning, Nature 2015
  6. Mastering the game of Go with deep neural networks and tree search, Nature 2016
  7. Markov Decision Process
  8. Eureka: Human-Level Reward Design via Coding LLM, ICLR 2024

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2015년 미래부 국가연구개발 우수 성과 100선 선정

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동서대 엠비언트인텔리전스연구소(IAI) 이병국 소장이 그동안 공동 연구팀과 함께 개발한 3D 디스플레이 원천기술이 2015년 미래창조과학부가 선정한 국가연구개발 우수성과 100선에 올랐다.

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