help="The name of the algorithm to run.")
parser.add_argument("--train-episodes", type=int, default=100,
help="Number of train episodes.")
parser.add_argument("--test-episodes", type=int, default=10,
help="Number of test episodes.")
parser.add_argument("--gamma", type=float, default=0.9, help="Discount factor")
parser.add_argument("--action-regression", action="store_true",
help="If true, a separate regressor for each action"
"is used.")