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A developer reports that their DQN implementation with a noisy linear layer fails to explore the Cartpole environment when using default parameters.
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Source
“I implemented a DQN algorithm that plays OpenAIs Cartpole environment. The NN architecture consists of 3 normal linear layers that encode the state, and one noisy linear layer, that predicts the Q value based on the encoded state.”
Interpretation or community commentary rather than straight reporting.
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