f691d1b5cc4a328f18712a14105fd90335bd3d3c,tensorforce/agents/dqn.py,DeepQNetwork,__init__,#DeepQNetwork#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,25

Before Change


        if start_updating is not None:
            update["start"] = start_updating
        optimizer = dict(type="adam", learning_rate=learning_rate)
        objective = dict(type="action_value", huber_loss=huber_loss)
        reward_estimation = dict(
            horizon=n_step, discount=discount, estimate_horizon="late",
            estimate_terminal=estimate_terminal, estimate_actions=True
        )

After Change


            name=name, device=device, execution=execution, saver=saver, summarizer=summarizer,
            preprocessing=preprocessing, exploration=exploration, variable_noise=variable_noise,
            l2_regularization=l2_regularization,
            // PolicyModel
            policy=policy, network=None, memory=memory, update=update, optimizer=optimizer,
            objective=objective, reward_estimation=reward_estimation,
            baseline_policy=baseline_policy, baseline_network=None,
            baseline_optimizer=baseline_optimizer, baseline_objective=baseline_objective,
            entropy_regularization=entropy_regularization
        )
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 20

Instances


Project Name: reinforceio/tensorforce
Commit Name: f691d1b5cc4a328f18712a14105fd90335bd3d3c
Time: 2019-09-11
Author: alexkuhnle@t-online.de
File Name: tensorforce/agents/dqn.py
Class Name: DeepQNetwork
Method Name: __init__


Project Name: reinforceio/tensorforce
Commit Name: f691d1b5cc4a328f18712a14105fd90335bd3d3c
Time: 2019-09-11
Author: alexkuhnle@t-online.de
File Name: tensorforce/agents/dqn.py
Class Name: DeepQNetwork
Method Name: __init__


Project Name: reinforceio/tensorforce
Commit Name: 18a171adb459d987bd963e3f306dd0a28f6af0f3
Time: 2019-08-31
Author: alexkuhnle@t-online.de
File Name: tensorforce/agents/dqn.py
Class Name: DeepQNetwork
Method Name: __init__


Project Name: reinforceio/tensorforce
Commit Name: ef00c480c4122f107f7d1ad481991d38b8da4f20
Time: 2019-08-30
Author: alexkuhnle@t-online.de
File Name: tensorforce/agents/dqn.py
Class Name: DeepQNetwork
Method Name: __init__