DiagonalGaussianProbabilityDistribution¶
-
class
maze.distributions.gaussian.DiagonalGaussianProbabilityDistribution(*args, **kwds)¶ Diagonal Gaussian (Normal) Torch probability distribution.
- Parameters
logits – The logits for both mean and standard deviation.
-
deterministic_sample() → torch.Tensor¶ implementation of
TorchProbabilityDistributioninterface
-
entropy() → torch.Tensor¶ implementation of
TorchProbabilityDistributioninterface
-
kl(other: maze.distributions.torch_dist.TorchProbabilityDistribution) → torch.Tensor¶ implementation of
TorchProbabilityDistributioninterface
-
log_prob(actions: torch.Tensor) → torch.Tensor¶ implementation of
TorchProbabilityDistributioninterface
-
classmethod
required_logits_shape(action_space: gym.spaces.Space) → Sequence[int]¶ implementation of
TorchProbabilityDistributioninterface