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Published 20 hours ago • verified publisher icon mabirck
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#WORK IN PROGRESS PyTorch Implementation of Supervised and Deep Q-Learning EWC(Elastic Weight Consolidation), introduced in "Overcoming Catastrophic Forgetting in Neural Networks"

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Code makes fisher information matrix be 0

There's a bug on line 81 of model.py Should be: self.F_accum[v] = torch.add(torch.Tensor((self.F_accum[v])), torch.pow(loglikelihood_grads[v], 2).data) (as far as I could see for the latest versions of torch, torch.add needs an...

dvoina13 avatar dvoina13

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verified publisher icon mabirck

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#WORK IN PROGRESS PyTorch Implementation of Supervised and Deep Q-Learning EWC(Elastic Weight Consolidation), introduced in "Overcoming Catastrophic Forgetting in Neural Networks"

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