import torch
from offlinerl.utils.exp import select_free_cuda
task = "Hopper-v3"
task_data_type = "low"
task_train_num = 99
seed = 42
device = 'cuda' + ":" + str(
select_free_cuda()) if torch.cuda.is_available() else 'cpu'
obs_shape = None
act_shape = None
max_action = None
vae_iterations = 500000
vae_hidden_size = 750
vae_batch_size = 100
vae_kl_weight = 0.5
#vae_pretrain_model = "/tmp/vae_499999.pkl"
latent = False
layer_num = 3
actor_batch_size = 100
hidden_layer_size = 256
actor_iterations = 500000
vae_lr = 1e-4
actor_lr = 1e-4
critic_lr = 1e-3
soft_target_tau = 0.005
lmbda = 0.75
import torch from offlinerl.utils.exp import select_free_cuda task = "Hopper-v3" task_data_type = "low" task_train_num = 99 seed = 42 device = 'cuda'+":"+str(select_free_cuda()) if torch.cuda.is_available() else 'cpu' obs_shape = None act_shape = None max_action = None hidden_features = 256 hidden_layers = 4 atoms = 51 min_value = -500 max_value = 500 advantage_mode = 'mean' weight_mode = 'exp' advantage_samples = 4 beta = 0.1 gamma = 0.99 batch_size = 1024 steps_per_epoch = 1000 max_epoch = 250 lr = 1e-3
