da6b040e254710f0df907d838db51f4f2cc9bf93,social_rl/multiagent_tfagents/multiagent_ppo.py,MultiagentPPO,extract_single_agent_trajectory,#MultiagentPPO#Any#Any#,243

Before Change


    // Remake observation while discarding reward, done, and active
    observation = collections.OrderedDict()
    observation["image"] = \
        trajectory.observation["image"][:, :, agent_id, :, :, :]
    // Expand dims is needed here because tf-agents cannot allow an observation
    // component to have shape=()
    observation["direction"] = tf.expand_dims(

After Change


      else:
        return observation[:, :, agent_id]

    observation = tf.nest.map_structure(get_single_observation,
                                        trajectory.observation)

    agent_trajectory = traj_lib.Trajectory(
        step_type=trajectory.step_type,
        observation=observation,
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 4

Instances


Project Name: google-research/google-research
Commit Name: da6b040e254710f0df907d838db51f4f2cc9bf93
Time: 2021-03-08
Author: ldennis@google.com
File Name: social_rl/multiagent_tfagents/multiagent_ppo.py
Class Name: MultiagentPPO
Method Name: extract_single_agent_trajectory


Project Name: OpenNMT/OpenNMT-tf
Commit Name: 216553203df0f6ab5c9af2b7b46255dbfb69a04c
Time: 2019-10-10
Author: guillaume.klein@systrangroup.com
File Name: opennmt/tests/text_test.py
Class Name: TextTest
Method Name: testToWordsWithJoiner


Project Name: OpenNMT/OpenNMT-tf
Commit Name: 216553203df0f6ab5c9af2b7b46255dbfb69a04c
Time: 2019-10-10
Author: guillaume.klein@systrangroup.com
File Name: opennmt/tests/text_test.py
Class Name: TextTest
Method Name: testToWordsWithSpacer