ee543a8fa004e6d265ce2270d2e0f3e9291aa80c,examples/tf/td3_pendulum.py,,td3_pendulum,#Any#Any#,26

Before Change


                                     action_merge_layer=0,
                                     hidden_nonlinearity=tf.nn.relu)

        replay_buffer = SimpleReplayBuffer(env_spec=env.spec,
                                           size_in_transitions=int(1e6),
                                           time_horizon=250)

        td3 = TD3(env_spec=env.spec,
                  policy=policy,
                  policy_lr=1e-4,

After Change


                                     action_merge_layer=0,
                                     hidden_nonlinearity=tf.nn.relu)

        replay_buffer = PathBuffer(capacity_in_transitions=int(1e6))

        td3 = TD3(env_spec=env.spec,
                  policy=policy,
                  policy_lr=1e-4,
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 16

Non-data size: 5

Instances


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: examples/tf/td3_pendulum.py
Class Name:
Method Name: td3_pendulum


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_ddpg.py
Class Name: TestDDPG
Method Name: test_ddpg_pendulum


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_dqn.py
Class Name: TestDQN
Method Name: test_dqn_cartpole_pickle


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_dqn.py
Class Name: TestDQN
Method Name: test_dqn_cartpole


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/sampler/test_off_policy_vectorized_sampler_integration.py
Class Name: TestOffPolicyVectorizedSampler
Method Name: test_no_reset


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/torch/algos/test_ddpg.py
Class Name: TestDDPG
Method Name: test_ddpg_double_pendulum


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_ddpg.py
Class Name: TestDDPG
Method Name: test_ddpg_double_pendulum


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: examples/tf/ddpg_pendulum.py
Class Name:
Method Name: ddpg_pendulum


Project Name: rlworkgroup/garage
Commit Name: fea6138874f253a4d7a96a3bf61e920df6629146
Time: 2020-05-04
Author: 38871737+avnishn@users.noreply.github.com
File Name: examples/torch/sac_half_cheetah_batch.py
Class Name:
Method Name: torch_sac_half_cheetah


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/torch/algos/test_ddpg.py
Class Name: TestDDPG
Method Name: test_ddpg_pendulum


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_dqn.py
Class Name: TestDQN
Method Name: test_dqn_cartpole_grad_clip


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_ddpg.py
Class Name: TestDDPG
Method Name: test_ddpg_pendulum_with_decayed_weights


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: examples/tf/dqn_cartpole.py
Class Name:
Method Name: dqn_cartpole


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_dqn.py
Class Name: TestDQN
Method Name: test_dqn_cartpole_double_q


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: examples/torch/ddpg_pendulum.py
Class Name:
Method Name: ddpg_pendulum


Project Name: rlworkgroup/garage
Commit Name: ee543a8fa004e6d265ce2270d2e0f3e9291aa80c
Time: 2020-05-28
Author: 44849486+maliesa96@users.noreply.github.com
File Name: tests/garage/tf/algos/test_td3.py
Class Name: TestTD3
Method Name: test_td3_pendulum