Rebalancing Docked Bicycle Sharing System with Approximate Dynamic Programming and Reinforcement Learning

Algorithm 2

Actor-critic.

	Initialize state , parameters , and learning rates .
	while do
	for do
	Choose an action and observe following state and reward .
	.
	.
	.
	Update , .