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reinforcement-learning's Introduction

Reinforcement

DP

  • Bellman Expectation Equation(벨만 기대 방정식)

    • policy iteration

  • Bellman Optimality Equation(벨만 최적 방정식)

    • value iteration

RL

  • Monte Carlo Predict

    • predict(value)
    • model free
    • sampling
    • on policy

  • Temporal Difference Predict

    • predict(value)
    • model free
    • sampling
    • bootstrap
    • on policy

  • SARSA

    • control(policy)
    • model free
    • sampling
    • bootstrap
    • on policy

  • Q Learning

    • control(policy)
    • model free
    • off policy

reinforcement-learning's People

Contributors

jjxxmiin avatar

Stargazers

한림대학교 오픈소스 SW 교육센터 avatar Jeong-Gun Lee avatar

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