Deep learning Readme fixes

Deep_Learning_Readme.md

@@ -6,31 +6,41 @@ Readme.md to verify that you can build and a version of standard PCC first.
 ## Using a trained agent
 
 Start a server as usual:
+```shell
 cd src
 export LD\_LIBRARY\_PATH=$LD\_LIBRARY\_PATH:`pwd`/core/
 ./app/pccserver recv 9000
+```
 
 Start the udt side of the environment:
+```shell
 cd src
 export LD\_LIBRARY\_PATH=$LD\_LIBRARY\_PATH:`pwd`/core/
 ./app/pccclient send 127.0.0.1 9000 --pcc-rate-control=python -pyhelper=loaded\_client -pypath=/path/to/pcc-rl/src/udt-plugins/testing/ --history-len=10 --pcc-utility-calc=linear --model-path=/path/to/your/model/
+```
 
 This should begin running the specified agent on the localhost connection. To run on a real world link, run the sender and receiver on different machines and adjust the IP addresses appropriately.
 
 ## Online training
 
 Start a server as usual:
+```shell
 cd src
 export LD\_LIBRARY\_PATH=$LD\_LIBRARY\_PATH:`pwd`/core/
 ./app/pccserver recv 9000
+```
 
 Start the gym side of the training environment from the pcc-rl repo:
+```shell
 cd pcc-rl/gym/training/online/
 python3 shim\_solver.py
+```
 
 Start the udt side of the training environment (on the same machine as the shim\_solver):
+```shell
 cd src
 export LD\_LIBRARY\_PATH=$LD\_LIBRARY\_PATH:`pwd`/core/
-./app/pccclient send 127.0.0.1 9000 --pcc-rate-control=python -pyhelper=shim -path=/path/to/pcc-rl/src/udt-plugins/training/ --history-len=10 --pcc-utility-calc=linear
+./app/pccclient send 127.0.0.1 9000 --pcc-rate-control=python -pyhelper=shim -pypath=/path/to/pcc-rl/src/udt-plugins/training/ --history-len=10 --pcc-utility-calc=linear
+```
 
 This should begin online training on the localhost connection. To train on a real world link, run the sender and receiver on different machines and adjust the IP addresses appropriately.

src/Makefile

@@ -2,7 +2,7 @@ export CC = g++
 
 export CCFLAGS = -g -std=c++0x -Wall
 
-export LDFLAGS = -Lcore -L/usr/lib/python3.5/config-3.5m-x86_64-linux-gnu/ -lpython3.5 -lstdc++ -lpthread -lm
+export LDFLAGS = -Lcore -L/usr/lib/python3.6/config-3.6m-x86_64-linux-gnu/ -lpython3.6 -lstdc++ -lpthread -lm
 
 LIB_SOURCES = $(wildcard core/*.cpp)
 LIB_SOURCES += $(wildcard pcc/monitor_interval/*.cpp)

src/pcc/rate_control/pcc_python_rc.h

@@ -7,7 +7,7 @@
 #include <vector>
 
 #include "pcc_rc.h"
-#include <python3.5/Python.h>
+#include <python3.6/Python.h>
 #include <iostream>
 #include <sstream>