d3rlpy.models.DefaultEncoderFactory¶
- class d3rlpy.models.DefaultEncoderFactory(activation='relu', use_batch_norm=False, dropout_rate=None)[source]¶
Default encoder factory class.
This encoder factory returns an encoder based on observation shape.
- Parameters
- Return type
Methods
- create_with_action(observation_shape, action_size, discrete_action=False)[source]¶
Returns PyTorch’s state-action enocder module.
- Parameters
- Returns
an enocder object.
- Return type
d3rlpy.models.torch.encoders.EncoderWithAction
- classmethod deserialize(serialized_config)¶
- Parameters
serialized_config (str) –
- Return type
d3rlpy.serializable_config.TConfig
- classmethod deserialize_from_dict(dict_config)¶
- Parameters
dict_config (Dict[str, Any]) –
- Return type
d3rlpy.serializable_config.TConfig
- classmethod deserialize_from_file(path)¶
- Parameters
path (str) –
- Return type
d3rlpy.serializable_config.TConfig
- classmethod from_dict(kvs, *, infer_missing=False)¶
- classmethod from_json(s, *, parse_float=None, parse_int=None, parse_constant=None, infer_missing=False, **kw)¶
- classmethod schema(*, infer_missing=False, only=None, exclude=(), many=False, context=None, load_only=(), dump_only=(), partial=False, unknown=None)¶
- to_dict(encode_json=False)¶
- to_json(*, skipkeys=False, ensure_ascii=True, check_circular=True, allow_nan=True, indent=None, separators=None, default=None, sort_keys=False, **kw)¶
Attributes