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chainer / chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.
MIT License
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Expected Policy Gradients #221

Open muupan opened 6 years ago

muupan commented 6 years ago

http://arxiv.org/abs/1706.05374

It is equivalent to implement a new Explorer that adds a Gaussian noise whose covariance is ρ_0 exp(cH(s)), where H(s) is a Hessian of Q(s,a) wrt a and ρ_0 and c are hyperparameters.

xylee95 commented 5 years ago

I will be interested to see an implementation of this agent!