README.md

To train the PG network

python train_pg.py -e 5

To visualize the results

python plot.py data/SingleAgent_05-11-2017_19-26-40 --value AverageReturn

To train Multiple agent problem

python MAA3C.py

To visualize results

python MAplot.py data/MultiAgent_16-11-2017_17-06-18 --value AverageReturn1 AverageReturn2 AverageTotalReturn