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:
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:
EncoderWithAction
- classmethod deserialize(serialized_config)¶
- Parameters:
serialized_config (str) –
- Return type:
TConfig
- classmethod deserialize_from_dict(dict_config)¶
- 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