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  • CS294-112 深度强化学习 秋季学期(伯克利)NO.6 Value functions introduction NO.7 Advanced Q learning

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    understand that correlated samples cause problem. and how paralled solve the problem 

     another solution is replay buffers, fully ultilizing the advantage of off policy in Q-learning.

     

     

     

    there's still a problem: Q learning is not gradient descent

     

     

    divide Q function into two parts: the target net and the evolving net. 

    sacrifice speed to get the convergence.

     

     

     

     

     

     

     

    overestimation of Natural DQN

     

     

     

     

     

     

     

     

    get trouble in left and right dilemma of avoiding bumping on a tree

     

     

     

     

     

     

     

     

     

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  • 原文地址:https://www.cnblogs.com/ecoflex/p/9094123.html
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