MBRL_dyna_sabr_config.json

{
    "G": 1, 
    "G_model": 0.2,
    "buffer_size": 1000000,
    "batch_size": 256,
    "max_steps_exploration": 256,
    "max_steps_training": 1000000,
    "number_steps_per_train_policy": 1,
    "min_noise": 0.0,
    "noise_scale": 0.1,
    "noise_decay": 1.0,
    "algorithm": "DynaSAC_SABR",
    "actor_lr": 3e-4,
    "critic_lr": 3e-4,
    "alpha_lr": 3e-4,
    "world_model_lr": 0.001,
    "gamma": 0.99,
    "tau": 0.005,
    "num_samples": 10,
    "horizon": 1,
    "num_models": 5,
    "mode": 0,
    "threshold_scale": 0.7,
    "reweight_critic": true,
    "reweight_actor": false,
    "sample_times": 10
}