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Shi-YiWei avatar Shi-YiWei commented on August 29, 2024

@Zhaocka Hi Zhaocka, I have the same problem as you, have you solved the problem?

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lweitkamp avatar lweitkamp commented on August 29, 2024

Hey @Zhaocka, @Shi-YiWei, I am currently (slowly) working on a new version of this repository on the following branch: https://github.com/lweitkamp/option-critic-pytorch/tree/updated_oc. I could not find a way to remove the issue, so the codebase is completely rewritten. That version does converge for Cartpole-v0/v1 but I am trying to get a good parameter setting for Pong. Once that is found, I will merge the branch.

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Walker-9527 avatar Walker-9527 commented on August 29, 2024

The problem is in actor_loss. There are some problems with it's logp and entropy. But I don't know why.

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lweitkamp avatar lweitkamp commented on August 29, 2024

The issue ended up being how I access the state variable which is a PyTorch tensor. The latest commit fixes the issue!

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