| |
|
|
| import gym |
| from gym.envs.toy_text.frozen_lake import generate_random_map |
| import random |
| import os |
| import numpy as np |
| |
|
|
| count = 0 |
| correct = 0 |
|
|
| level = 5 |
|
|
| check_map_dir = "../maps/level%d_text/"%(level) |
| check_answer_dir = "output/output_img_8/" |
| |
| |
|
|
|
|
| |
|
|
| for test_id in range(100): |
| try: |
| |
| |
| with open(check_map_dir + '%d.txt'%(test_id), 'r') as f: |
| contents = f.read() |
| rows = contents.split('\n') |
|
|
| |
| with open(check_answer_dir + 'level%d/%d.txt'%(level, test_id), 'r') as f: |
| contents = f.read() |
| answer_index = contents.find('Action plan: ') |
| if answer_index == -1: |
| answer_index = contents.find('Action Plan: ') |
| answer = contents[answer_index+13:] |
| answer = answer.split(',') |
| for answer_index in range(len(answer)): |
| answer[answer_index] = answer[answer_index].replace('"', '') |
| answer[answer_index] = answer[answer_index].replace("'", '') |
| answer[answer_index] = answer[answer_index].replace("\n", '') |
| answer[answer_index] = answer[answer_index].replace(".", '') |
| answer[answer_index] = answer[answer_index].lstrip() |
| answer[answer_index] = answer[answer_index].rstrip() |
|
|
| env = gym.make('FrozenLake-v1', desc=rows, map_name="4x4", is_slippery=False) |
| env.reset(seed=42) |
| |
| |
|
|
| action_number_map = {'L':0, 'D':1, 'R':2, 'U':3} |
| for action_index in range(len(answer)): |
| observation, reward, terminated, truncated, info = env.step(action_number_map[answer[action_index]]) |
| |
|
|
| if terminated or truncated: |
| if reward > 0: |
| correct += 1 |
| observation, info = env.reset() |
| break |
| count += 1 |
|
|
| env.close() |
| except: |
| |
| count += 1 |
| |
| pass |
|
|
| print("Total tested: %d"%(count)) |
| print("Total correct: %d"%(correct)) |
|
|
