Functions — github.com/casterkay/Energy-Efficient-5G-RL

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Functions683 in github.com/casterkay/Energy-Efficient-5G-RL

⨍ Functions 683◇ Types & classes 118↳ Endpoints 2

Method__init__

(self, net, grid_size=config.probeGridSize)

network/user_equipment.py:268

Method__init__

(self, **kwargs)

analysis/keras-model.py:22

Method__init__

(self, *args)

analysis/keras-model.py:29

Method__init__

(self, *args)

analysis/keras-model.py:36

Method__init__

(self, *args)

analysis/keras-model.py:43

Method__init__

(self, *args)

analysis/keras-model.py:50

Method__init__

(self, *args)

analysis/keras-model.py:57

Method__init__

(self, *args)

analysis/keras-model.py:64

Method__init__

(self, *args)

analysis/keras-model.py:68

Method__init__

(self)

analysis/keras-model.py:99

Method__init__

(self, area=None, period=period, scenario=None, sample_rate=None)

traffic/model.py:36

Method__init__

(self, config)

trainers/dqn_trainer.py:57

Method__init__

(self, config)

trainers/mappo_trainer.py:187

Method__init__

(self, config)

trainers/trainer.py:14

Method__init__

(self, args, num_agents, obs_space, cent_obs_space, act_space)

trainers/utils/shared_buffer.py:24

Method__init__

(self, args, obs_space, cent_obs_space, act_space)

trainers/utils/separated_buffer.py:16

Method__init__

(self, input_shape, norm_axes=1, beta=0.99999, per_element_update=False, epsilon=1e-5, device=torch.device("cp

trainers/utils/valuenorm.py:11

Method__init__

(self, array_of_param_array)

env/multi_discrete.py:23

Method__init__

( self, area_size=net_config.areaSize, scenario=config.trafficScenario, start_

env/environment.py:37

Method__init__

(self, fn)

env/env_wrappers.py:17

Method__init__

envs: list of gym environments to run in subprocesses

env/env_wrappers.py:168

Method__init__

envs: list of gym environments to run in subprocesses

env/env_wrappers.py:226

Method__init__

envs: list of gym environments to run in subprocesses

env/env_wrappers.py:331

Method__init__

envs: list of gym environments to run in subprocesses

env/env_wrappers.py:421

Method__init__

envs: list of gym environments to run in subprocesses

env/env_wrappers.py:511

Method__init__

envs: list of gym environments to run in subprocesses

env/env_wrappers.py:594

Method__init__

(self, env_fns)

env/env_wrappers.py:652

Method__init__

(self, env_fns)

env/env_wrappers.py:697

Method__init__

(self, env_fns)

env/env_wrappers.py:743

Method__init__

(self, env_fns)

env/env_wrappers.py:780

Method__init__

(self, action_space, num_agents)

agents/simple.py:12

Method__init__

(self, num_agents, **kwargs)

agents/base.py:14

Method__init__

(self, action_space, num_agents)

agents/random.py:4

Method__init__

(self, action_space, num_agents, num_ants=64)

agents/fixed.py:5

Method__init__

(self, action_space, num_agents)

agents/sleepy.py:14

Method__init__

(self, obs_space, action_space, hidden_size=128)

agents/dqn.py:9

Method__init__

(self, obs_space, act_space, device=torch.device("cpu"), model_dir=None, model_version="")

agents/dqn.py:67

Method__init__

(self, args, obs_space, cent_obs_space, act_space, device=torch.device("cpu"), model_dir=None

agents/mappo/policy.py:21

Method__init__

(self, obs_shape, hidden_size, use_orthogonal, use_ReLU, kernel_size=3, stride=1)

agents/mappo/nn/cnn.py:12

Method__init__

(self, args, cent_obs_space, device=torch.device("cpu"))

agents/mappo/nn/actor_critic.py:120

Method__init__

(self, input_shape, output_shape, norm_axes=1, beta=0.99999, epsilon=1e-5, device=torch.device("cpu"))

agents/mappo/nn/popart.py:9

Method__init__

(self, input_dim, hidden_size, layer_N, use_orthogonal, use_ReLU)

agents/mappo/nn/mlp.py:8

Method__init__

(self, name=None)

agents/mappo/nn/util.py:22

Method__init__

(self, inputs_dim, outputs_dim, recurrent_N, use_orthogonal)

agents/mappo/nn/rnn.py:8

Method__init__

(self, num_inputs, num_outputs, use_orthogonal=True, gain=0.01)

agents/mappo/nn/distributions.py:56

Method__init__

(self, num_inputs, num_outputs, use_orthogonal=True, gain=0.01)

agents/mappo/nn/distributions.py:72

Method__init__

(self, num_inputs, num_outputs, use_orthogonal=True, gain=0.01)

agents/mappo/nn/distributions.py:95

Method__init__

(self, action_space, inputs_dim, use_orthogonal=True, gain=0.01)

agents/mappo/nn/act.py:13

Method__init__

(self)

agents/option-critic/utils/config.py:17

Method__init__

(self, val)

agents/option-critic/utils/schedule.py:8

Method__init__

(self, start, end=None, steps=None)

agents/option-critic/utils/schedule.py:16

Method__init__

(self, id, param)

agents/option-critic/utils/misc.py:99

Method__init__

(self, ordered_params)

agents/option-critic/utils/misc.py:113

Method__init__

(self, mean, std)

agents/option-critic/utils/torch_utils.py:91

Method__init__

(self, logits)

agents/option-critic/utils/torch_utils.py:106

Method__init__

(self, network=None, grads=None)

agents/option-critic/utils/torch_utils.py:128

Method__init__

(self, network=None, n=0, grads=None)

agents/option-critic/utils/torch_utils.py:164

Method__init__

(self, vanilla_logger, log_dir, log_level=0)

agents/option-critic/utils/logger.py:29

Method__init__

(self, capacity)

agents/option-critic/utils/sum_tree.py:8

Method__init__

(self)

agents/option-critic/utils/plot.py:20

Method__init__

(self, read_only=False, clip=10.0, epsilon=1e-8)

agents/option-critic/utils/normalizer.py:29

Method__init__

(self, coef=1.0)

agents/option-critic/utils/normalizer.py:54

Method__init__

(self)

agents/option-critic/utils/normalizer.py:65

Method__init__

(self, env)

agents/option-critic/component/envs.py:59

Method__init__

(self, env=None)

agents/option-critic/component/envs.py:78

Method__init__

This object ensures that common frames between the observations are only stored once. It exists purely to optimize memory usage which can be h

agents/option-critic/component/envs.py:93

Method__init__

(self, env, k)

agents/option-critic/component/envs.py:117

Method__init__

(self, env_fns)

agents/option-critic/component/envs.py:127

Method__init__

(self, memory_size, batch_size, n_step=1, discount=1, history_length=1, keys=None)

agents/option-critic/component/replay.py:60

Method__init__

(self, memory_size, batch_size, n_step=1, discount=1, history_length=1, keys=None)

agents/option-critic/component/replay.py:155

Method__init__

(self, replay_cls, replay_kwargs, async=True)

agents/option-critic/component/replay.py:205

Method__init__

(self, in_channels=4, noisy_linear=False)

agents/option-critic/network/network_bodies.py:11

Method__init__

(self, in_channels=4)

agents/option-critic/network/network_bodies.py:37

Method__init__

(self, state_dim)

agents/option-critic/network/network_bodies.py:77

Method__init__

(self, output_dim, body)

agents/option-critic/network/network_heads.py:12

Method__init__

(self, action_dim, body)

agents/option-critic/network/network_heads.py:25

Method__init__

(self, action_dim, num_atoms, body)

agents/option-critic/network/network_heads.py:41

Method__init__

(self, action_dim, num_atoms, body, noisy_linear)

agents/option-critic/network/network_heads.py:58

Method__init__

(self, action_dim, num_quantiles, body)

agents/option-critic/network/network_heads.py:90

Method__init__

(self, body, action_dim, num_options)

agents/option-critic/network/network_heads.py:106

Method__init__

(self, state_dim, action_dim, actor_opt_fn,

agents/option-critic/network/network_heads.py:131

Method__init__

(self, state_dim, action_dim, phi_body=None,

agents/option-critic/network/network_heads.py:174

Method__init__

(self, state_dim, action_dim, phi_body=None,

agents/option-critic/network/network_heads.py:218

Method__init__

(self, in_features, out_features, std_init=0.4)

agents/option-critic/network/network_utils.py:32

Method__init__

(self, config)

agents/option-critic/agent/BaseAgent.py:97

Method__init__

(self, config)

agents/option-critic/agent/OptionCritic_agent.py:7

Method__len__

(self)

agents/option-critic/utils/misc.py:125

Method__len__

(self)

agents/option-critic/component/envs.py:109

Method__repr__

(self)

network/network.py:349

Method__repr__

(self)

network/base_station.py:657

Method__repr__

(self)

network/user_equipment.py:256

Method__repr__

(self)

env/multi_discrete.py:43

Method__setstate__

(self, ob)

env/env_wrappers.py:24

Method__str__

(self)

agents/option-critic/utils/misc.py:105

Method_get_ob

(self)

agents/option-critic/component/envs.py:120

Function_thunk

()

agents/option-critic/component/envs.py:28

(self, obs, **kwargs)

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