ray/rllib/agents/es/tests/test_es.py

34 lines
1,001 B
Python

import unittest
import ray
import ray.rllib.agents.es as es
from ray.rllib.utils.test_utils import check_compute_single_action, \
framework_iterator
class TestES(unittest.TestCase):
def test_es_compilation(self):
"""Test whether an ESTrainer can be built on all frameworks."""
ray.init()
config = es.DEFAULT_CONFIG.copy()
# Keep it simple.
config["model"]["fcnet_hiddens"] = [10]
config["model"]["fcnet_activation"] = None
config["noise_size"] = 2500000
num_iterations = 2
for _ in framework_iterator(config, ("tf", "torch")):
plain_config = config.copy()
trainer = es.ESTrainer(config=plain_config, env="CartPole-v0")
for i in range(num_iterations):
results = trainer.train()
print(results)
check_compute_single_action(trainer)
if __name__ == "__main__":
import pytest
import sys
sys.exit(pytest.main(["-v", __file__]))