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Tagged with hyperparameter-optimization dqn
4 questions
0
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When to stop a DQN agent train?
Hello AI Stack people,
I'm in doubt to when i should stop my DQN agent train.
I'm traning a DQN agent and i will use a hyperparameter optimization method (probabily random search). So, i need a ...
3
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1
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1k
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How do I design the network for Deep Q-Network?
I am playing with deep q-learning and I am thinking about what the proper architecture of a network used for deep q-learning is.
I have a very simple environment, basically a 18x18 matrix, where 3 ...
- 133
3
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1
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240
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How should I change the hyper-parameters of the C51 algorithm, in order to obtain higher reward?
I have a scenario where, in an ideal situation, the greedy approach is the best, but when non-idealities are introduced which can be learned, DQN starts doing better. So, after checking what DQN ...
- 185
3
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1
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3k
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How should I choose the target's update frequency in DQN?
I have been dealing with a problem that I'm trying to solve with DQN. A general question that I have is regarding the target's update frequency. How should it change? Depending on what factor do we ...