Unity 机器学习代理工具包 (ML-Agents) 是一个开源项目,它使游戏和模拟能够作为训练智能代理的环境。
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behaviors:
FoodCollector:
trainer: ppo
batch_size: 64
beta: 0.005
buffer_size: 10240
epsilon: 0.2
hidden_units: 128
lambd: 0.95
learning_rate: 0.0003
max_steps: 2.0e6
memory_size: 256
normalize: false
num_epoch: 3
num_layers: 2
time_horizon: 64
sequence_length: 32
summary_freq: 10000
use_recurrent: false
reward_signals:
gail:
strength: 0.1
gamma: 0.99
encoding_size: 128
demo_path: Project/Assets/ML-Agents/Examples/FoodCollector/Demos/ExpertFood.demo
behavioral_cloning:
demo_path: Project/Assets/ML-Agents/Examples/FoodCollector/Demos/ExpertFood.demo
strength: 1.0
steps: 0