walk-these-ways-go2/go2_gym/utils/math_utils.py

39 lines
957 B
Python
Executable File

# License: see [LICENSE, LICENSES/legged_gym/LICENSE]
from typing import Tuple
import numpy as np
import torch
from isaacgym.torch_utils import quat_apply, normalize
from torch import Tensor
# @ torch.jit.script
def quat_apply_yaw(quat, vec):
quat_yaw = quat.clone().view(-1, 4)
quat_yaw[:, :2] = 0.
quat_yaw = normalize(quat_yaw)
return quat_apply(quat_yaw, vec)
# @ torch.jit.script
def wrap_to_pi(angles):
angles %= 2 * np.pi
angles -= 2 * np.pi * (angles > np.pi)
return angles
# @ torch.jit.script
def torch_rand_sqrt_float(lower, upper, shape, device):
# type: (float, float, Tuple[int, int], str) -> Tensor
r = 2 * torch.rand(*shape, device=device) - 1
r = torch.where(r < 0., -torch.sqrt(-r), torch.sqrt(r))
r = (r + 1.) / 2.
return (upper - lower) * r + lower
def get_scale_shift(range):
scale = 2. / (range[1] - range[0])
shift = (range[1] + range[0]) / 2.
return scale, shift