ray/rllib/agents/dqn/__init__.py

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from ray.rllib.agents.dqn.apex import ApexTrainer, APEX_DEFAULT_CONFIG
[RLlib] DQN torch version. (#7597) * Fix. * Rollback. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * Fix. * Fix. * Fix. * Fix. * Fix. * WIP. * WIP. * Fix. * Test case fixes. * Test case fixes and LINT. * Test case fixes and LINT. * Rollback. * WIP. * WIP. * Test case fixes. * Fix. * Fix. * Fix. * Add regression test for DQN w/ param noise. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Comment * Regression test case. * WIP. * WIP. * LINT. * LINT. * WIP. * Fix. * Fix. * Fix. * LINT. * Fix (SAC does currently not support eager). * Fix. * WIP. * LINT. * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * WIP. * WIP. * Fix. * LINT. * LINT. * Fix and LINT. * WIP. * WIP. * WIP. * WIP. * Fix. * LINT. * Fix. * Fix and LINT. * Update rllib/utils/exploration/exploration.py * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Fixes. * WIP. * LINT. * Fixes and LINT. * LINT and fixes. * LINT. * Move action_dist back into torch extra_action_out_fn and LINT. * Working SimpleQ learning cartpole on both torch AND tf. * Working Rainbow learning cartpole on tf. * Working Rainbow learning cartpole on tf. * WIP. * LINT. * LINT. * Update docs and add torch to APEX test. * LINT. * Fix. * LINT. * Fix. * Fix. * Fix and docstrings. * Fix broken RLlib tests in master. * Split BAZEL learning tests into cartpole and pendulum (reached the 60min barrier). * Fix error_outputs option in BAZEL for RLlib regression tests. * Fix. * Tune param-noise tests. * LINT. * Fix. * Fix. * test * test * test * Fix. * Fix. * WIP. * WIP. * WIP. * WIP. * LINT. * WIP. Co-authored-by: Eric Liang <ekhliang@gmail.com>
2020-04-06 20:56:16 +02:00
from ray.rllib.agents.dqn.dqn import DQNTrainer, DEFAULT_CONFIG
from ray.rllib.agents.dqn.dqn_tf_policy import DQNTFPolicy
from ray.rllib.agents.dqn.dqn_torch_policy import DQNTorchPolicy
from ray.rllib.agents.dqn.r2d2 import R2D2Trainer, R2D2_DEFAULT_CONFIG
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from ray.rllib.agents.dqn.r2d2_torch_policy import R2D2TorchPolicy
from ray.rllib.agents.dqn.simple_q import (
SimpleQTrainer,
DEFAULT_CONFIG as SIMPLE_Q_DEFAULT_CONFIG,
)
[RLlib] DQN torch version. (#7597) * Fix. * Rollback. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * Fix. * Fix. * Fix. * Fix. * Fix. * WIP. * WIP. * Fix. * Test case fixes. * Test case fixes and LINT. * Test case fixes and LINT. * Rollback. * WIP. * WIP. * Test case fixes. * Fix. * Fix. * Fix. * Add regression test for DQN w/ param noise. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Comment * Regression test case. * WIP. * WIP. * LINT. * LINT. * WIP. * Fix. * Fix. * Fix. * LINT. * Fix (SAC does currently not support eager). * Fix. * WIP. * LINT. * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * WIP. * WIP. * Fix. * LINT. * LINT. * Fix and LINT. * WIP. * WIP. * WIP. * WIP. * Fix. * LINT. * Fix. * Fix and LINT. * Update rllib/utils/exploration/exploration.py * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Fixes. * WIP. * LINT. * Fixes and LINT. * LINT and fixes. * LINT. * Move action_dist back into torch extra_action_out_fn and LINT. * Working SimpleQ learning cartpole on both torch AND tf. * Working Rainbow learning cartpole on tf. * Working Rainbow learning cartpole on tf. * WIP. * LINT. * LINT. * Update docs and add torch to APEX test. * LINT. * Fix. * LINT. * Fix. * Fix. * Fix and docstrings. * Fix broken RLlib tests in master. * Split BAZEL learning tests into cartpole and pendulum (reached the 60min barrier). * Fix error_outputs option in BAZEL for RLlib regression tests. * Fix. * Tune param-noise tests. * LINT. * Fix. * Fix. * test * test * test * Fix. * Fix. * WIP. * WIP. * WIP. * WIP. * LINT. * WIP. Co-authored-by: Eric Liang <ekhliang@gmail.com>
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from ray.rllib.agents.dqn.simple_q_tf_policy import SimpleQTFPolicy
from ray.rllib.agents.dqn.simple_q_torch_policy import SimpleQTorchPolicy
__all__ = [
[RLlib] DQN torch version. (#7597) * Fix. * Rollback. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * Fix. * Fix. * Fix. * Fix. * Fix. * WIP. * WIP. * Fix. * Test case fixes. * Test case fixes and LINT. * Test case fixes and LINT. * Rollback. * WIP. * WIP. * Test case fixes. * Fix. * Fix. * Fix. * Add regression test for DQN w/ param noise. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Comment * Regression test case. * WIP. * WIP. * LINT. * LINT. * WIP. * Fix. * Fix. * Fix. * LINT. * Fix (SAC does currently not support eager). * Fix. * WIP. * LINT. * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * WIP. * WIP. * Fix. * LINT. * LINT. * Fix and LINT. * WIP. * WIP. * WIP. * WIP. * Fix. * LINT. * Fix. * Fix and LINT. * Update rllib/utils/exploration/exploration.py * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Fixes. * WIP. * LINT. * Fixes and LINT. * LINT and fixes. * LINT. * Move action_dist back into torch extra_action_out_fn and LINT. * Working SimpleQ learning cartpole on both torch AND tf. * Working Rainbow learning cartpole on tf. * Working Rainbow learning cartpole on tf. * WIP. * LINT. * LINT. * Update docs and add torch to APEX test. * LINT. * Fix. * LINT. * Fix. * Fix. * Fix and docstrings. * Fix broken RLlib tests in master. * Split BAZEL learning tests into cartpole and pendulum (reached the 60min barrier). * Fix error_outputs option in BAZEL for RLlib regression tests. * Fix. * Tune param-noise tests. * LINT. * Fix. * Fix. * test * test * test * Fix. * Fix. * WIP. * WIP. * WIP. * WIP. * LINT. * WIP. Co-authored-by: Eric Liang <ekhliang@gmail.com>
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"ApexTrainer",
"APEX_DEFAULT_CONFIG",
"DQNTFPolicy",
"DQNTorchPolicy",
[RLlib] DQN torch version. (#7597) * Fix. * Rollback. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * Fix. * Fix. * Fix. * Fix. * Fix. * WIP. * WIP. * Fix. * Test case fixes. * Test case fixes and LINT. * Test case fixes and LINT. * Rollback. * WIP. * WIP. * Test case fixes. * Fix. * Fix. * Fix. * Add regression test for DQN w/ param noise. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Comment * Regression test case. * WIP. * WIP. * LINT. * LINT. * WIP. * Fix. * Fix. * Fix. * LINT. * Fix (SAC does currently not support eager). * Fix. * WIP. * LINT. * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * WIP. * WIP. * Fix. * LINT. * LINT. * Fix and LINT. * WIP. * WIP. * WIP. * WIP. * Fix. * LINT. * Fix. * Fix and LINT. * Update rllib/utils/exploration/exploration.py * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Fixes. * WIP. * LINT. * Fixes and LINT. * LINT and fixes. * LINT. * Move action_dist back into torch extra_action_out_fn and LINT. * Working SimpleQ learning cartpole on both torch AND tf. * Working Rainbow learning cartpole on tf. * Working Rainbow learning cartpole on tf. * WIP. * LINT. * LINT. * Update docs and add torch to APEX test. * LINT. * Fix. * LINT. * Fix. * Fix. * Fix and docstrings. * Fix broken RLlib tests in master. * Split BAZEL learning tests into cartpole and pendulum (reached the 60min barrier). * Fix error_outputs option in BAZEL for RLlib regression tests. * Fix. * Tune param-noise tests. * LINT. * Fix. * Fix. * test * test * test * Fix. * Fix. * WIP. * WIP. * WIP. * WIP. * LINT. * WIP. Co-authored-by: Eric Liang <ekhliang@gmail.com>
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"DQNTrainer",
"DEFAULT_CONFIG",
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"R2D2TorchPolicy",
"R2D2Trainer",
"R2D2_DEFAULT_CONFIG",
[RLlib] DQN torch version. (#7597) * Fix. * Rollback. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * WIP. * Fix. * Fix. * Fix. * Fix. * Fix. * WIP. * WIP. * Fix. * Test case fixes. * Test case fixes and LINT. * Test case fixes and LINT. * Rollback. * WIP. * WIP. * Test case fixes. * Fix. * Fix. * Fix. * Add regression test for DQN w/ param noise. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Fixes and LINT. * Comment * Regression test case. * WIP. * WIP. * LINT. * LINT. * WIP. * Fix. * Fix. * Fix. * LINT. * Fix (SAC does currently not support eager). * Fix. * WIP. * LINT. * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/evaluation/sampler.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/utils/exploration/exploration.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * WIP. * WIP. * Fix. * LINT. * LINT. * Fix and LINT. * WIP. * WIP. * WIP. * WIP. * Fix. * LINT. * Fix. * Fix and LINT. * Update rllib/utils/exploration/exploration.py * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Update rllib/policy/dynamic_tf_policy.py Co-Authored-By: Eric Liang <ekhliang@gmail.com> * Fixes. * WIP. * LINT. * Fixes and LINT. * LINT and fixes. * LINT. * Move action_dist back into torch extra_action_out_fn and LINT. * Working SimpleQ learning cartpole on both torch AND tf. * Working Rainbow learning cartpole on tf. * Working Rainbow learning cartpole on tf. * WIP. * LINT. * LINT. * Update docs and add torch to APEX test. * LINT. * Fix. * LINT. * Fix. * Fix. * Fix and docstrings. * Fix broken RLlib tests in master. * Split BAZEL learning tests into cartpole and pendulum (reached the 60min barrier). * Fix error_outputs option in BAZEL for RLlib regression tests. * Fix. * Tune param-noise tests. * LINT. * Fix. * Fix. * test * test * test * Fix. * Fix. * WIP. * WIP. * WIP. * WIP. * LINT. * WIP. Co-authored-by: Eric Liang <ekhliang@gmail.com>
2020-04-06 20:56:16 +02:00
"SIMPLE_Q_DEFAULT_CONFIG",
"SimpleQTFPolicy",
"SimpleQTorchPolicy",
"SimpleQTrainer",
]