# python3
# pylint: disable=g-bad-file-header
# Copyright 2019 DeepMind Technologies Limited. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#    http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or  implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
"""Basic test coverage for agent training."""

from absl.testing import absltest
from absl.testing import parameterized

from bsuite import bsuite
from bsuite import sweep
from bsuite.baselines import experiment
from bsuite.baselines.jax import dqn


class RunTest(parameterized.TestCase):

  @parameterized.parameters(*sweep.TESTING)
  def test_run(self, bsuite_id: str):
    env = bsuite.load_from_id(bsuite_id)

    agent = dqn.default_agent(
        env.observation_spec(), env.action_spec())

    experiment.run(
        agent=agent,
        environment=env,
        num_episodes=5)


if __name__ == '__main__':
  absltest.main()
