testpyramidsrnd / configuration.yaml
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First Pyramids
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behaviors:
Pyramids:
behavioral_cloning: null
checkpoint_interval: 500000
hyperparameters: {batch_size: 128, beta: 0.01, beta_schedule: linear, buffer_size: 2048,
epsilon: 0.2, epsilon_schedule: linear, lambd: 0.95, learning_rate: 0.0003,
learning_rate_schedule: linear, num_epoch: 3}
init_path: null
keep_checkpoints: 5
max_steps: 1000000
network_settings: {deterministic: false, goal_conditioning_type: hyper, hidden_units: 512,
memory: null, normalize: false, num_layers: 2, vis_encode_type: simple}
reward_signals:
extrinsic:
gamma: 0.99
network_settings: {deterministic: false, goal_conditioning_type: hyper, hidden_units: 128,
memory: null, normalize: false, num_layers: 2, vis_encode_type: simple}
strength: 1.0
rnd:
encoding_size: null
gamma: 0.99
learning_rate: 0.0001
network_settings: {deterministic: false, goal_conditioning_type: hyper, hidden_units: 64,
memory: null, normalize: false, num_layers: 3, vis_encode_type: simple}
strength: 0.01
self_play: null
summary_freq: 30000
threaded: false
time_horizon: 128
trainer_type: ppo
checkpoint_settings: {force: false, inference: false, initialize_from: null, load_model: false,
results_dir: results, resume: false, run_id: Pyramids Training, train_model: false}
debug: false
default_settings: null
engine_settings: {capture_frame_rate: 60, height: 84, no_graphics: true, quality_level: 5,
target_frame_rate: -1, time_scale: 20, width: 84}
env_settings: {base_port: 5005, env_args: null, env_path: ./trained-envs-executables/linux/Pyramids/Pyramids,
max_lifetime_restarts: 10, num_areas: 1, num_envs: 1, restarts_rate_limit_n: 1,
restarts_rate_limit_period_s: 60, seed: -1}
environment_parameters: null
torch_settings: {device: null}