During any day, I may own either 0 or 1 share of a stock. The price of the stock is governed by the Markov chain shown in Table.
Tomorrow’s Price
Today’s Price
$0
$1
$2
$3
.5
.3
.1
.2
At the beginning of a day in which I own a share of stock, I may either sell it at today’s price or keep it. At the beginning of a day in which I don’t own a share of stock, I may either buy a share of stock at today’s price or not buy a share. My goal is to maximize my expected discounted profit over an infinite horizon (use β = .95).
a Use the policy iteration method to determine an optimal stationary policy.
b Use linear programming to determine an optimal stationary policy.
c Perform two iterations of value iteration.
d Find a policy that maximizes average daily profit.
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