culteejen's picture
Upload model to Hugging Face
823db0a
{"policy_class": {":type:": "<class 'abc.ABCMeta'>", ":serialized:": "gAWVOwAAAAAAAACMIXN0YWJsZV9iYXNlbGluZXMzLmNvbW1vbi5wb2xpY2llc5SMEUFjdG9yQ3JpdGljUG9saWN5lJOULg==", "__module__": "stable_baselines3.common.policies", "__doc__": "\n Policy class for actor-critic algorithms (has both policy and value prediction).\n Used by A2C, PPO and the likes.\n\n :param observation_space: Observation space\n :param action_space: Action space\n :param lr_schedule: Learning rate schedule (could be constant)\n :param net_arch: The specification of the policy and value networks.\n :param activation_fn: Activation function\n :param ortho_init: Whether to use or not orthogonal initialization\n :param use_sde: Whether to use State Dependent Exploration or not\n :param log_std_init: Initial value for the log standard deviation\n :param full_std: Whether to use (n_features x n_actions) parameters\n for the std instead of only (n_features,) when using gSDE\n :param use_expln: Use ``expln()`` function instead of ``exp()`` to ensure\n a positive standard deviation (cf paper). It allows to keep variance\n above zero and prevent it from growing too fast. In practice, ``exp()`` is usually enough.\n :param squash_output: Whether to squash the output using a tanh function,\n this allows to ensure boundaries when using gSDE.\n :param features_extractor_class: Features extractor to use.\n :param features_extractor_kwargs: Keyword arguments\n to pass to the features extractor.\n :param share_features_extractor: If True, the features extractor is shared between the policy and value networks.\n :param normalize_images: Whether to normalize images or not,\n dividing by 255.0 (True by default)\n :param optimizer_class: The optimizer to use,\n ``th.optim.Adam`` by default\n :param optimizer_kwargs: Additional keyword arguments,\n excluding the learning rate, to pass to the optimizer\n ", "__init__": "<function ActorCriticPolicy.__init__ at 0x7fcc6b6f11b0>", "_get_constructor_parameters": "<function ActorCriticPolicy._get_constructor_parameters at 0x7fcc6b6f1240>", "reset_noise": "<function ActorCriticPolicy.reset_noise at 0x7fcc6b6f12d0>", "_build_mlp_extractor": "<function ActorCriticPolicy._build_mlp_extractor at 0x7fcc6b6f1360>", "_build": "<function ActorCriticPolicy._build at 0x7fcc6b6f13f0>", "forward": "<function ActorCriticPolicy.forward at 0x7fcc6b6f1480>", "extract_features": "<function ActorCriticPolicy.extract_features at 0x7fcc6b6f1510>", "_get_action_dist_from_latent": "<function ActorCriticPolicy._get_action_dist_from_latent at 0x7fcc6b6f15a0>", "_predict": "<function ActorCriticPolicy._predict at 0x7fcc6b6f1630>", "evaluate_actions": "<function ActorCriticPolicy.evaluate_actions at 0x7fcc6b6f16c0>", "get_distribution": "<function ActorCriticPolicy.get_distribution at 0x7fcc6b6f1750>", "predict_values": "<function ActorCriticPolicy.predict_values at 0x7fcc6b6f17e0>", "__abstractmethods__": "frozenset()", "_abc_impl": "<_abc._abc_data object at 0x7fcc6b6dddc0>"}, "verbose": true, "policy_kwargs": {}, "observation_space": {":type:": "<class 'gym.spaces.box.Box'>", ":serialized:": "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", "dtype": "float32", "_shape": [10], "low": "[0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]", "high": "[5.2000000e+05 3.1415927e+00 1.0000000e+02 1.0000000e+02 1.0000000e+02\n 1.0000000e+02 1.0000000e+02 1.0000000e+02 1.0000000e+02 1.0000000e+02]", "bounded_below": "[ True True True True True True True True True True]", "bounded_above": "[ True True True True True True True True True True]", "_np_random": null}, "action_space": {":type:": "<class 'gym.spaces.discrete.Discrete'>", ":serialized:": "gAWViAAAAAAAAACME2d5bS5zcGFjZXMuZGlzY3JldGWUjAhEaXNjcmV0ZZSTlCmBlH2UKIwBbpRLBIwGX3NoYXBllCmMBWR0eXBllIwFbnVtcHmUjAVkdHlwZZSTlIwCaTiUiYiHlFKUKEsDjAE8lE5OTkr/////Sv////9LAHSUYowKX25wX3JhbmRvbZROdWIu", "n": 4, "_shape": [], "dtype": "int64", "_np_random": null}, "n_envs": 4, "num_timesteps": 401408, "_total_timesteps": 400000, "_num_timesteps_at_start": 0, "seed": null, "action_noise": null, "start_time": 1681935308922766727, "learning_rate": 0.0003, "tensorboard_log": null, "lr_schedule": {":type:": "<class 'function'>", ":serialized:": "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"}, "_last_obs": {":type:": "<class 'numpy.ndarray'>", ":serialized:": "gAWVFQEAAAAAAACMEm51bXB5LmNvcmUubnVtZXJpY5SMC19mcm9tYnVmZmVylJOUKJagAAAAAAAAADUiyULf5eO/AADIQprsJEKa7CRCFmhXQn1Pc0IAAMhCAADIQnL7fEKn0IZDW5Q4QAAAyEKa7CRCmuwkQhZoV0J9T3NCAADIQgAAyEJy+3xCLTuVQ4XJAcAAAMhCmuwkQqziMkIWaFdCAADIQgAAyEIRZLhCcvt8Qkb65UJXJds/AADIQprsJEKa7CRCFmhXQn1Pc0IAAMhCAADIQnL7fEKUjAVudW1weZSMBWR0eXBllJOUjAJmNJSJiIeUUpQoSwOMATyUTk5OSv////9K/////0sAdJRiSwRLCoaUjAFDlHSUUpQu"}, "_last_episode_starts": {":type:": "<class 'numpy.ndarray'>", ":serialized:": "gAWVdwAAAAAAAACMEm51bXB5LmNvcmUubnVtZXJpY5SMC19mcm9tYnVmZmVylJOUKJYEAAAAAAAAAAAAAACUjAVudW1weZSMBWR0eXBllJOUjAJiMZSJiIeUUpQoSwOMAXyUTk5OSv////9K/////0sAdJRiSwSFlIwBQ5R0lFKULg=="}, "_last_original_obs": null, "_episode_num": 0, "use_sde": false, "sde_sample_freq": -1, "_current_progress_remaining": -0.0035199999999999676, "ep_info_buffer": {":type:": "<class 'collections.deque'>", ":serialized:": "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"}, "ep_success_buffer": {":type:": "<class 'collections.deque'>", ":serialized:": "gAWVIAAAAAAAAACMC2NvbGxlY3Rpb25zlIwFZGVxdWWUk5QpS2SGlFKULg=="}, "_n_updates": 1360, "n_steps": 2048, "gamma": 0.99, "gae_lambda": 0.5, "ent_coef": 0.0, "vf_coef": 0.5, "max_grad_norm": 0.5, "batch_size": 64, "n_epochs": 10, "clip_range": {":type:": "<class 'function'>", ":serialized:": "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"}, "clip_range_vf": null, "normalize_advantage": true, "target_kl": null, "system_info": {"OS": "Linux-5.19.0-35-generic-x86_64-with-glibc2.35 # 36~22.04.1-Ubuntu SMP PREEMPT_DYNAMIC Fri Feb 17 15:17:25 UTC 2", "Python": "3.10.9", "Stable-Baselines3": "1.7.0", "PyTorch": "2.0.0", "GPU Enabled": "True", "Numpy": "1.23.5", "Gym": "0.21.0"}}