mirror of
https://github.com/vale981/ray
synced 2025-03-08 19:41:38 -05:00
39 lines
1.1 KiB
Python
39 lines
1.1 KiB
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(num_cpus=2)
|
|
config = es.DEFAULT_CONFIG.copy()
|
|
# Keep it simple.
|
|
config["model"]["fcnet_hiddens"] = [10]
|
|
config["model"]["fcnet_activation"] = None
|
|
config["noise_size"] = 2500000
|
|
config["num_workers"] = 1
|
|
config["episodes_per_batch"] = 10
|
|
config["train_batch_size"] = 100
|
|
|
|
num_iterations = 1
|
|
|
|
for _ in framework_iterator(config):
|
|
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)
|
|
trainer.stop()
|
|
ray.shutdown()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
import pytest
|
|
import sys
|
|
sys.exit(pytest.main(["-v", __file__]))
|