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Better hyperparameters for Hallway-SAC (#5339)

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GitHub 4 年前
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共有 1 个文件被更改,包括 4 次插入4 次删除
  1. 8
      config/sac/Hallway.yaml

8
config/sac/Hallway.yaml


hyperparameters:
learning_rate: 0.0003
learning_rate_schedule: constant
batch_size: 128
buffer_size: 50000
batch_size: 512
buffer_size: 200000
buffer_init_steps: 0
tau: 0.005
steps_per_update: 10.0

num_layers: 2
vis_encode_type: simple
memory:
sequence_length: 32
sequence_length: 64
memory_size: 128
reward_signals:
extrinsic:

max_steps: 5000000
max_steps: 10000000
time_horizon: 64
summary_freq: 10000
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