Include BA UniFlex-Gym examples

openAI_RRM/LICENSE

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+The MIT License (MIT)
+
+Copyright (c) 2016 Technische Universität Berlin
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

openAI_RRM/SimulationSlavesConfig/Setting2_2/common.py

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+from uniflex.core import events
+
+__author__ = "Piotr Gawlowicz"
+__copyright__ = "Copyright (c) 2016, Technische Universität Berlin"
+__version__ = "0.1.0"
+__email__ = "{gawlowicz}@tkn.tu-berlin.de"
+
+
+class AveragedSpectrumScanSampleEvent(events.EventBase):
+    def __init__(self, avg):
+        super().__init__()
+        self.avg = avg
+
+
+class StartMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class StopMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class ChangeWindowSizeEvent(events.EventBase):
+    def __init__(self, value):
+        super().__init__()
+        self.window = value

openAI_RRM/SimulationSlavesConfig/Setting2_2/config_slave.yaml

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+## UniFlex Agent config file
+
+config:
+  name: 'HC node'
+  info: 'rrm control simulation'
+  iface: 'lo'
+  iface: 'lo'
+  sub: "tcp://127.0.0.1:8990"
+  pub: "tcp://127.0.0.1:8989"
+
+control_applications:
+  discovery:
+      module : uniflex_app_discovery_pyre
+      class_name : PyreDiscoverySlaveModule
+      kwargs: {"iface":"lo", "groupName":"uniflex_1234"}
+
+modules:
+  simple:
+      module : uniflex_module_simple
+      class_name : SimpleModule4
+      devices : ['phy0']
+      kwargs : { "clients" : ["cc:cc:cc:cc:cc:01", "cc:cc:cc:cc:cc:02"], 
+        'neighbors' : [['aa:aa:aa:aa:aa:02', 'aa:aa:aa:aa:aa:03']],
+        'myMAC' : 'aa:aa:aa:aa:aa:01',
+        'simulation': {'channelSwitchingTime': 0, 'channelThroughputDefault':54000000, 'txBytesRandom':0, 'clientnum':2, 'mode': 'single'}}
+

openAI_RRM/SimulationSlavesConfig/Setting2_2/config_slave2.yaml

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+## UniFlex Agent config file
+
+config:
+  name: 'HC node'
+  info: 'rrm control simulation'
+  iface: 'lo'
+  iface: 'lo'
+  sub: "tcp://127.0.0.1:8990"
+  pub: "tcp://127.0.0.1:8989"
+
+control_applications:
+  discovery:
+      module : uniflex_app_discovery_pyre
+      class_name : PyreDiscoverySlaveModule
+      kwargs: {"iface":"lo", "groupName":"uniflex_1234"}
+
+modules:
+  simple:
+      module : uniflex_module_simple
+      class_name : SimpleModule4
+      devices : ['phy0']
+      kwargs : { "clients" : ["cc:cc:cc:cc:cc:11", "cc:cc:cc:cc:cc:12"], 
+        'neighbors' : [['aa:aa:aa:aa:aa:01', 'aa:aa:aa:aa:aa:03']],
+        'myMAC' : 'aa:aa:aa:aa:aa:02',
+        'simulation': {'channelSwitchingTime': 0, 'channelThroughputDefault':54000000, 'txBytesRandom':0, 'clientnum':2, 'mode': 'single'}}
+

openAI_RRM/SimulationSlavesConfig/Setting2_2/readme.txt

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+# Start environment if Uniflex is installed in some
+source ~/Uniflex/dev/bin/activate
+
+# 2a. Run control program in master node:
+uniflex-broker
+# 2b. Run control program in master node:
+python3 rl_agent.py --config ./config_master_simulation.yaml
+# you can choose thompson_agent.py or thompson_agent2.py, too
+
+# 2c. Run modules in slave node:
+#Simulation
+uniflex-agent --config ./config_slave.yaml
+uniflex-agent --config ./config_slave2.yaml
+
+# For debugging mode run with -v option

openAI_RRM/SimulationSlavesConfig/Setting2_2unsym/common.py

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+from uniflex.core import events
+
+__author__ = "Piotr Gawlowicz"
+__copyright__ = "Copyright (c) 2016, Technische Universität Berlin"
+__version__ = "0.1.0"
+__email__ = "{gawlowicz}@tkn.tu-berlin.de"
+
+
+class AveragedSpectrumScanSampleEvent(events.EventBase):
+    def __init__(self, avg):
+        super().__init__()
+        self.avg = avg
+
+
+class StartMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class StopMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class ChangeWindowSizeEvent(events.EventBase):
+    def __init__(self, value):
+        super().__init__()
+        self.window = value

openAI_RRM/SimulationSlavesConfig/Setting2_2unsym/config_slave.yaml

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+## UniFlex Agent config file
+
+config:
+  name: 'HC node'
+  info: 'rrm control simulation'
+  iface: 'lo'
+  iface: 'lo'
+  sub: "tcp://127.0.0.1:8990"
+  pub: "tcp://127.0.0.1:8989"
+
+#broker:
+#  xsub: "tcp://127.0.0.1:8990"
+#  xpub: "tcp://127.0.0.1:8989"
+
+control_applications:
+  discovery:
+      module : uniflex_app_discovery_pyre
+      class_name : PyreDiscoverySlaveModule
+      kwargs: {"iface":"lo", "groupName":"uniflex_1234"}
+
+modules:
+  simple:
+      module : uniflex_module_simple
+      class_name : SimpleModule4
+      devices : ['phy0']
+      kwargs : { "clients" : ["cc:cc:cc:cc:cc:01", "cc:cc:cc:cc:cc:02"], 
+        'neighbors' : [['aa:aa:aa:aa:aa:02', 'aa:aa:aa:aa:aa:03']],
+        'myMAC' : 'aa:aa:aa:aa:aa:01',
+        'simulation': {'channelSwitchingTime': 0, 'channelThroughputDefault': 54000000, 
+        'channelThroughput':[54000000, 54000000, 54000000, 54000000, 26000000],
+        'txBytesRandom':0, 'clientnum':2, 'mode': 'single'}}
+

openAI_RRM/SimulationSlavesConfig/Setting2_2unsym/config_slave2.yaml

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+## UniFlex Agent config file
+
+config:
+  name: 'HC node'
+  info: 'rrm control simulation'
+  iface: 'lo'
+  iface: 'lo'
+  sub: "tcp://127.0.0.1:8990"
+  pub: "tcp://127.0.0.1:8989"
+
+#broker:
+#  xsub: "tcp://127.0.0.1:8990"
+#  xpub: "tcp://127.0.0.1:8989"
+
+control_applications:
+  discovery:
+      module : uniflex_app_discovery_pyre
+      class_name : PyreDiscoverySlaveModule
+      kwargs: {"iface":"lo", "groupName":"uniflex_1234"}
+
+modules:
+  simple:
+      module : uniflex_module_simple
+      class_name : SimpleModule4
+      devices : ['phy0']
+      kwargs : { "clients" : ["cc:cc:cc:cc:cc:11"], 
+        'neighbors' : [['aa:aa:aa:aa:aa:01', 'aa:aa:aa:aa:aa:03']],
+        'myMAC' : 'aa:aa:aa:aa:aa:02',
+        'simulation': {'channelSwitchingTime': 0, 'channelThroughputDefault': 54000000, 
+        'channelThroughput':[54000000, 54000000, 54000000, 54000000, 26000000],
+        'txBytesRandom':0, 'clientnum':2, 'mode': 'single'}}
+

openAI_RRM/SimulationSlavesConfig/Setting2_2unsym/readme.txt

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+# Start environment if Uniflex is installed in some
+source ~/Uniflex/dev/bin/activate
+
+# 2a. Run control program in master node:
+uniflex-broker
+# 2b. Run control program in master node:
+python3 rl_agent.py --config ./config_master_simulation.yaml
+# you can choose thompson_agent.py or thompson_agent2.py, too
+
+# 2c. Run modules in slave node:
+#Simulation
+uniflex-agent --config ./config_slave.yaml
+uniflex-agent --config ./config_slave2.yaml
+
+# For debugging mode run with -v option

openAI_RRM/SimulationSlavesConfig/Setting3_112/common.py

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+from uniflex.core import events
+
+__author__ = "Piotr Gawlowicz"
+__copyright__ = "Copyright (c) 2016, Technische Universität Berlin"
+__version__ = "0.1.0"
+__email__ = "{gawlowicz}@tkn.tu-berlin.de"
+
+
+class AveragedSpectrumScanSampleEvent(events.EventBase):
+    def __init__(self, avg):
+        super().__init__()
+        self.avg = avg
+
+
+class StartMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class StopMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class ChangeWindowSizeEvent(events.EventBase):
+    def __init__(self, value):
+        super().__init__()
+        self.window = value

openAI_RRM/SimulationSlavesConfig/Setting3_112/config_slave.yaml

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+## UniFlex Agent config file
+
+config:
+  name: 'HC node'
+  info: 'filter runs on local node'
+  iface: 'lo'
+  iface: 'lo'
+  sub: "tcp://127.0.0.1:8990"
+  pub: "tcp://127.0.0.1:8989"
+
+control_applications:
+  discovery:
+      module : uniflex_app_discovery_pyre
+      class_name : PyreDiscoverySlaveModule
+      kwargs: {"iface":"lo", "groupName":"uniflex_1234"}
+
+modules:
+  simple:
+      module : uniflex_module_simple
+      class_name : SimpleModule4
+      devices : ['phy0']
+      kwargs : { "clients" : ["cc:cc:cc:cc:cc:01", "cc:cc:cc:cc:cc:02", "cc:cc:cc:cc:cc:03", "cc:cc:cc:cc:cc:04", "cc:cc:cc:cc:cc:05", "cc:cc:cc:cc:cc:06"], 
+        'neighbors' : [['aa:aa:aa:aa:aa:02', 'aa:aa:aa:aa:aa:03']],
+        'myMAC' : 'aa:aa:aa:aa:aa:01',
+        'simulation': {'channelSwitchingTime': 0, 'channelThroughputDefault':54000000, 'txBytesRandom':0, 'clientnum':1, 
+            'mode': 'single'
+        }}
+

openAI_RRM/SimulationSlavesConfig/Setting3_112/config_slave2.yaml

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+## UniFlex Agent config file
+
+config:
+  name: 'HC node'
+  info: 'filter runs on local node'
+  iface: 'lo'
+  iface: 'lo'
+  sub: "tcp://127.0.0.1:8990"
+  pub: "tcp://127.0.0.1:8989"
+
+control_applications:
+  discovery:
+      module : uniflex_app_discovery_pyre
+      class_name : PyreDiscoverySlaveModule
+      kwargs: {"iface":"lo", "groupName":"uniflex_1234"}
+
+modules:
+  simple:
+      module : uniflex_module_simple
+      class_name : SimpleModule4
+      devices : ['phy0']
+      kwargs : { "clients" : ["cc:cc:cc:cc:cc:11", "cc:cc:cc:cc:cc:12", "cc:cc:cc:cc:cc:13", "cc:cc:cc:cc:cc:14", "cc:cc:cc:cc:cc:15", "cc:cc:cc:cc:cc:16"],
+        'neighbors' : [['aa:aa:aa:aa:aa:01', 'aa:aa:aa:aa:aa:03']],
+        'myMAC' : 'aa:aa:aa:aa:aa:02',
+        'simulation': {'channelSwitchingTime': 0, 'channelThroughputDefault':54000000, 'txBytesRandom':0, 'clientnum':1,
+        'mode': 'single'
+        }}
+

openAI_RRM/SimulationSlavesConfig/Setting3_112/config_slave3.yaml

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+## UniFlex Agent config file
+
+config:
+  name: 'HC node'
+  info: 'filter runs on local node'
+  iface: 'lo'
+  iface: 'lo'
+  sub: "tcp://127.0.0.1:8990"
+  pub: "tcp://127.0.0.1:8989"
+
+control_applications:
+  discovery:
+      module : uniflex_app_discovery_pyre
+      class_name : PyreDiscoverySlaveModule
+      kwargs: {"iface":"lo", "groupName":"uniflex_1234"}
+
+modules:
+  simple:
+      module : uniflex_module_simple
+      class_name : SimpleModule4
+      devices : ['phy0']
+      kwargs : { "clients" : ["cc:cc:cc:cc:cc:21", "cc:cc:cc:cc:cc:22", "cc:cc:cc:cc:cc:23", "cc:cc:cc:cc:cc:24", "cc:cc:cc:cc:cc:25", "cc:cc:cc:cc:cc:26"],
+        'neighbors' : [['aa:aa:aa:aa:aa:02', 'aa:aa:aa:aa:aa:01']],
+        'myMAC' : 'aa:aa:aa:aa:aa:03',
+        'simulation': {'channelSwitchingTime': 0, 'channelThroughputDefault':54000000, 'txBytesRandom':0, 'clientnum':2, 
+        'mode': 'single' # training or working
+        }}
+

openAI_RRM/SimulationSlavesConfig/Setting3_112/readme.txt

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+# Start environment if Uniflex is installed in some
+source ~/Uniflex/dev/bin/activate
+
+# 2a. Run control program in master node:
+uniflex-broker
+# 2b. Run control program in master node:
+python3 rl_agent.py --config ./config_master_simulation.yaml
+# you can choose thompson_agent.py or thompson_agent2.py, too
+
+# 2c. Run modules in slave node:
+#Simulation
+uniflex-agent --config ./config_slave.yaml
+uniflex-agent --config ./config_slave2.yaml
+uniflex-agent --config ./config_slave3.yaml
+
+# For debugging mode run with -v option

openAI_RRM/SimulationSlavesConfig/Setting3_222/common.py

@@ -0,0 +1,28 @@
+from uniflex.core import events
+
+__author__ = "Piotr Gawlowicz"
+__copyright__ = "Copyright (c) 2016, Technische Universität Berlin"
+__version__ = "0.1.0"
+__email__ = "{gawlowicz}@tkn.tu-berlin.de"
+
+
+class AveragedSpectrumScanSampleEvent(events.EventBase):
+    def __init__(self, avg):
+        super().__init__()
+        self.avg = avg
+
+
+class StartMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class StopMyFilterEvent(events.EventBase):
+    def __init__(self):
+        super().__init__()
+
+
+class ChangeWindowSizeEvent(events.EventBase):
+    def __init__(self, value):
+        super().__init__()
+        self.window = value