Gymnasium/gym/envs/robotics/hand_env.py

import os
import copy
import numpy as np

import gym
from gym import error, spaces
from gym.utils import seeding
from gym.envs.robotics import robot_env


class HandEnv(robot_env.RobotEnv):
    def __init__(self, model_path, n_substeps, initial_qpos, relative_control):
        self.relative_control = relative_control

        super(HandEnv, self).__init__(
            model_path=model_path,
            n_substeps=n_substeps,
            n_actions=20,
            initial_qpos=initial_qpos,
        )

    # RobotEnv methods
    # ----------------------------

    def _set_action(self, action):
        assert action.shape == (20,)

        ctrlrange = self.sim.model.actuator_ctrlrange
        actuation_range = (ctrlrange[:, 1] - ctrlrange[:, 0]) / 2.0
        if self.relative_control:
            actuation_center = np.zeros_like(action)
            for i in range(self.sim.data.ctrl.shape[0]):
                actuation_center[i] = self.sim.data.get_joint_qpos(self.sim.model.actuator_names[i].replace(":A_", ":"))
            for joint_name in ["FF", "MF", "RF", "LF"]:
                act_idx = self.sim.model.actuator_name2id("robot0:A_{}J1".format(joint_name))
                actuation_center[act_idx] += self.sim.data.get_joint_qpos("robot0:{}J0".format(joint_name))
        else:
            actuation_center = (ctrlrange[:, 1] + ctrlrange[:, 0]) / 2.0
        self.sim.data.ctrl[:] = actuation_center + action * actuation_range
        self.sim.data.ctrl[:] = np.clip(self.sim.data.ctrl, ctrlrange[:, 0], ctrlrange[:, 1])

    def _viewer_setup(self):
        body_id = self.sim.model.body_name2id("robot0:palm")
        lookat = self.sim.data.body_xpos[body_id]
        for idx, value in enumerate(lookat):
            self.viewer.cam.lookat[idx] = value
        self.viewer.cam.distance = 0.5
        self.viewer.cam.azimuth = 55.0
        self.viewer.cam.elevation = -25.0

    def render(self, mode="human", width=500, height=500):
        return super(HandEnv, self).render(mode, width, height)