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MoG-DQN not performing well about dqn_zoo HOT 1 OPEN

deligentfool avatar deligentfool commented on September 28, 2024
MoG-DQN not performing well

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deligentfool avatar deligentfool commented on September 28, 2024

Hello, I'm glad you are interested in my code. The code I implemented occasionally works, but it is extremely unstable and shows a phenomenon where the return increases after training but then decreases again. I am actually quite curious about this too. Previously, I wanted to apply the characteristics of MoG-DQN to related research, but I found that the results did not meet expectations.

The authors of the paper said they used a mixture density network, and I also calculated the loss according to the formulas they provided. Do you think there is anything wrong with my implementation?

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