Tuning Envelope on Minecart

This report shows the performance difference when using tuned hyperparameters for Envelope on Minecart.

Created on July 20|Last edited on September 30

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Searching phase ﻿
hypervolume v. created
hypervolume v. created
Jun 26 '23 03:26Jun 26 '23 17:20Jun 27 '23 07:13Created200300400500600hypervolume
Parameter importance with respect tohypervolume
1-10
 of 18
Config parameter
Importance
Correlation
final_homotopy_lambda
final_homotopy_lambda
tau
tau
homotopy_decay_steps
homotopy_decay_steps
num_sample_w
num_sample_w
epsilon_decay_steps
epsilon_decay_steps
initial_epsilon
initial_epsilon
max_grad_norm
max_grad_norm
target_net_update_freq
target_net_update_freq
learning_rate
learning_rate
initial_homotopy_lambda
initial_homotopy_lambda
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Sweep: b8ypnbch 138
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Below are the difference between default and tuned hyperparameters for Envelope
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Run set21
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Validation phase﻿
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Run set31
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