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:
WormDynamic:
trainer_type: ppo
hyperparameters:
batch_size: 2024
buffer_size: 20240
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
memory: null
reward_signals:
extrinsic:
gamma: 0.995
strength: 1.0
init_path: null
keep_checkpoints: 5
checkpoint_interval: 500000
max_steps: 3500000
time_horizon: 1000
summary_freq: 30000
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
parameter_randomization: null
curriculum: null
checkpoint_settings:
run_id: WormDynamic2
initialize_from: null
load_model: false
resume: true
force: false
train_model: false
inference: false
debug: false