walk-these-ways-go2/go2_gym_learn/env/vec_env.py

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2024-01-28 17:11:38 +08:00
# License: see [LICENSE, LICENSES/rsl_rl/LICENSE]
from abc import ABC, abstractmethod
from typing import Tuple, Union
import torch
# minimal interface of the environment
class VecEnv(ABC):
num_envs: int
num_obs: int
num_privileged_obs: int
num_actions: int
max_episode_length: int
privileged_obs_buf: torch.Tensor
obs_buf: torch.Tensor
rew_buf: torch.Tensor
reset_buf: torch.Tensor
episode_length_buf: torch.Tensor # current episode duration
extras: dict
device: torch.device
@abstractmethod
def step(self, actions: torch.Tensor) -> Tuple[
torch.Tensor, Union[torch.Tensor, None], torch.Tensor, torch.Tensor, dict]:
pass
@abstractmethod
def reset(self, env_ids: Union[list, torch.Tensor]):
pass
@abstractmethod
def get_observations(self) -> torch.Tensor:
pass
@abstractmethod
def get_privileged_observations(self) -> Union[torch.Tensor, None]:
pass