COMPILING.

Code should compile on any C++ compiler supporting the C++11 standard. In most cases this requires
adding a special flag when compiling. See Makefile for examples that work for g++ and clang

RUNNING.

The experiments may take around an hour to run and output a variety of text files. All files 
contain three columns. The first is either the parameter $\theta$ or the horizon $n$. The second
and third are the mean regrets for UCB-S and UCB respectively. See the functions test_a(), test_b() and
test_c() for details on what exact experiments are being run.



