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/hh-32-observation-crawler
HH 4 年前
当前提交
5bedaef6
共有 4 个文件被更改,包括 80 次插入2 次删除
  1. 4
      config/ppo/CrawlerDynamic.yaml
  2. 26
      config/ppo/CrawlerDynamic10240.yaml
  3. 26
      config/ppo/CrawlerDynamic4096.yaml
  4. 26
      config/ppo/CrawlerDynamic8192.yaml

4
config/ppo/CrawlerDynamic.yaml


CrawlerDynamic:
trainer_type: ppo
hyperparameters:
batch_size: 2024
buffer_size: 20240
batch_size: 2048
buffer_size: 20480
learning_rate: 0.0003
beta: 0.005
epsilon: 0.2

26
config/ppo/CrawlerDynamic10240.yaml


behaviors:
CrawlerDynamic:
trainer_type: ppo
hyperparameters:
batch_size: 10240
buffer_size: 102400
learning_rate: 0.0003
beta: 0.005
epsilon: 0.2
lambd: 0.95
num_epoch: 3
learning_rate_schedule: linear
network_settings:
normalize: true
hidden_units: 512
num_layers: 3
vis_encode_type: simple
reward_signals:
extrinsic:
gamma: 0.995
strength: 1.0
keep_checkpoints: 5
max_steps: 15000000
time_horizon: 1000
summary_freq: 30000
threaded: true

26
config/ppo/CrawlerDynamic4096.yaml


behaviors:
CrawlerDynamic:
trainer_type: ppo
hyperparameters:
batch_size: 4096
buffer_size: 40960
learning_rate: 0.0003
beta: 0.005
epsilon: 0.2
lambd: 0.95
num_epoch: 3
learning_rate_schedule: linear
network_settings:
normalize: true
hidden_units: 512
num_layers: 3
vis_encode_type: simple
reward_signals:
extrinsic:
gamma: 0.995
strength: 1.0
keep_checkpoints: 5
max_steps: 15000000
time_horizon: 1000
summary_freq: 30000
threaded: true

26
config/ppo/CrawlerDynamic8192.yaml


behaviors:
CrawlerDynamic:
trainer_type: ppo
hyperparameters:
batch_size: 8192
buffer_size: 81920
learning_rate: 0.0003
beta: 0.005
epsilon: 0.2
lambd: 0.95
num_epoch: 3
learning_rate_schedule: linear
network_settings:
normalize: true
hidden_units: 512
num_layers: 3
vis_encode_type: simple
reward_signals:
extrinsic:
gamma: 0.995
strength: 1.0
keep_checkpoints: 5
max_steps: 15000000
time_horizon: 1000
summary_freq: 30000
threaded: true
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