gxm.spaces.Box

class Box(low, high, shape)

Bases: Space

A bounded box in \(\mathbb{R}^n\).

__init__(low, high, shape)

Methods

__init__(low, high, shape)
contains(x)	Check whether specific object is within space.
sample(key[, shape])	Sample uniformly from the box.

Attributes

n
low	Lower bound of the box.
high	Upper bound of the box.
shape	Shape of the box.

contains(x)

Check whether specific object is within space.

Parameters:

x (Any) – Object to be checked.

Return type:

Array

Returns:

Whether the object is within the space.

high: Array

Upper bound of the box.

low: Array

Lower bound of the box.

property n: int

sample(key, shape=())

Sample uniformly from the box.

Parameters:

• key (Array) – JAX random key.

• shape (Tuple[int, ...]) – Shape of the sample to be drawn.

Return type:

Any

Returns:

Sample drawn from the box.

shape: Tuple[int, ...]

Shape of the box.