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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default_settings: null
behaviors:
Dodge:
trainer_type: ppo
hyperparameters:
batch_size: 1024
buffer_size: 10240
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: 128
num_layers: 2
vis_encode_type: simple
memory: null
reward_signals:
extrinsic:
gamma: 0.99
strength: 1.0
init_path: null
keep_checkpoints: 5
checkpoint_interval: 500000
max_steps: 50000000
time_horizon: 64
summary_freq: 100000
threaded: true
self_play: null
behavioral_cloning: null
env_settings:
env_path: null
env_args: null
base_port: 5005
num_envs: 1
seed: -1
engine_settings:
width: 84
height: 84
quality_level: 5
time_scale: 20
target_frame_rate: -1
capture_frame_rate: 60
no_graphics: false
environment_parameters: null
checkpoint_settings:
run_id: Bullet-New
initialize_from: null
load_model: false
resume: false
force: true
train_model: false
inference: false
results_dir: results
torch_settings:
device: null
debug: false