docs: Update requirements

exp.py

@@ -24,7 +24,7 @@
 CONTINUE_PREVIOUS_EXP = False
 PREVIOUS_EXP_FILE = ""
 
-DISPLAY_STEP = 500  # Policy will be printed each DISPLAY_STEP
+DISPLAY_STEP = 1800  # Policy will be printed each DISPLAY_STEP
 
 # Learning parameters ----------------------------------------------------------
 ALGORITHM = "TOSL"  # "TOSL": true online SARSA lambda, "SL": SARSA lambda,

requirements.txt

@@ -1,155 +1,3 @@
-alabaster==0.7.10
-anaconda-clean==1.0
-anaconda-client==1.6.2
-anaconda-navigator==1.5
-anaconda-project==0.4.1
-argcomplete==1.0.0
-astroid==1.4.9
-astropy==1.3.1
-Babel==2.3.4
-backports.shutil-get-terminal-size==1.0.0
-beautifulsoup4==4.5.3
-bitarray==0.8.1
-blaze==0.10.1
-bleach==1.5.0
-bokeh==0.12.4
-boto==2.46.1
-Bottleneck==1.2.0
-cffi==1.9.1
-chardet==2.3.0
-chest==0.2.3
-click==6.7
-cloudpickle==0.2.2
-clyent==1.2.2
-colorama==0.3.7
-conda==4.3.11
-conda-build==2.1.7
-conda-verify==2.0.0
-configobj==5.0.6
-contextlib2==0.5.4
-cryptography==1.7.1
-cycler==0.10.0
-Cython==0.25.2
-cytoolz==0.8.2
-dask==0.14.1
-datashape==0.5.4
-decorator==4.0.11
-dill==0.2.5
-docutils==0.13.1
-dynd==0.7.3.dev1
-entrypoints==0.2.2
-et-xmlfile==1.0.1
-fastcache==1.0.2
-filelock==2.0.7
-Flask==0.12
-Flask-Cors==3.0.2
-gevent==1.2.1
-greenlet==0.4.12
-h5py==2.7.0
-HeapDict==1.0.0
-html5lib==0.999
-idna==2.2
-imagesize==0.7.1
-ipykernel==4.5.2
-ipython==5.3.0
-ipython-genutils==0.1.0
-ipywidgets==6.0.0
-isort==4.2.5
-itsdangerous==0.24
-jdcal==1.3
-jedi==0.9.0
-Jinja2==2.9.5
-jsonschema==2.5.1
-jupyter==1.0.0
-jupyter-client==5.0.0
-jupyter-console==5.1.0
-jupyter-core==4.3.0
-lazy-object-proxy==1.2.2
-llvmlite==0.16.0
-locket==0.2.0
-lxml==3.7.3
-MarkupSafe==0.23
-matplotlib==2.0.0
-mistune==0.7.4
-mpmath==0.19
-multipledispatch==0.4.9
-nb-anacondacloud==1.2.0
-nb-conda==2.0.0
-nb-conda-kernels==2.0.0
-nbconvert==5.1.1
-nbformat==4.3.0
-nbpresent==3.0.2
-networkx==1.11
-nltk==3.2.2
-nose==1.3.7
-notebook==4.4.1
-numba==0.31.0
-numexpr==2.6.2
+matplotlib==2.0.2
 numpy==1.12.1
-numpydoc==0.6.0
-odo==0.5.0
-olefile==0.44
-openpyxl==2.4.1
-pandas==0.19.2
-pandocfilters==1.4.1
-partd==0.3.7
-pathlib2==2.2.0
-patsy==0.4.1
-pep8==1.7.0
-pexpect==4.2.1
-pickleshare==0.7.4
-Pillow==4.0.0
-pkginfo==1.4.1
-ply==3.10
-prompt-toolkit==1.0.13
-psutil==5.2.0
-ptyprocess==0.5.1
-py==1.4.32
-pyasn1==0.2.3
-pycosat==0.6.2
-pycparser==2.17
-pycrypto==2.6.1
-pycurl==7.43.0
-pyflakes==1.5.0
-Pygments==2.2.0
-pylint==1.6.4
-pyOpenSSL==16.2.0
-pyparsing==2.1.4
-pytest==3.0.7
-python-dateutil==2.6.0
-pytz==2016.10
-PyYAML==3.12
-pyzmq==16.0.2
-QtAwesome==0.4.4
-qtconsole==4.2.1
-QtPy==1.2.1
-redis==2.10.5
-requests==2.13.0
-rope-py3k==0.9.4.post1
-scikit-image==0.12.3
-scikit-learn==0.18.1
-scipy==0.19.0
-simplegeneric==0.8.1
-singledispatch==3.4.0.3
-six==1.10.0
-snowballstemmer==1.2.1
-sockjs-tornado==1.0.3
-Sphinx==1.5.1
-spyder==3.1.3
-SQLAlchemy==1.1.6
-statsmodels==0.8.0
-sympy==1.0
-tables==3.3.0
-terminado==0.6
-testpath==0.3
-toolz==0.8.2
-tornado==4.4.2
-traitlets==4.3.2
-unicodecsv==0.14.1
-wcwidth==0.1.7
-Werkzeug==0.12
-widgetsnbextension==2.0.0
-wrapt==1.10.8
-xlrd==1.0.0
-XlsxWriter==0.9.6
-xlwt==1.2.0
+brewer2mpl==1.4.1

run_custom_exp.py

@@ -0,0 +1,14 @@
+import exp
+import rlrobot
+
+exp.ALGORITHM = "TOSL"
+exp.ACTION_STRATEGY = "QBIASSR"
+rlrobot.run()
+
+exp.ALGORITHM = "TOSL"
+exp.ACTION_STRATEGY = "softmax"
+rlrobot.run()
+
+exp.ALGORITHM = "Q"
+exp.ACTION_STRATEGY = "softmax"
+rlrobot.run()