Gymnasium/gym/envs/algorithmic/reverse.py

"""
Task is to reverse content over the input tape.
http://arxiv.org/abs/1511.07275
"""

import numpy as np
from gym.envs.algorithmic import algorithmic_env

class ReverseEnv(algorithmic_env.TapeAlgorithmicEnv):
    MIN_REWARD_SHORTFALL_FOR_PROMOTION = -.1
    def __init__(self, base=2):
        super(ReverseEnv, self).__init__(base=base, chars=True, starting_min_length=1)
        self.last = 50

    def target_from_input_data(self, input_str):
        return list(reversed(input_str))