The Scientific World Journal

Research Article

Unregistered Biological Words Recognition by Q-Learning with Transfer Learning

Transfer function learning.

Output: transfer function for reinforcement learning problems
(1) initialize the -function
(2) initialize the transfer function
(3)
(4) for each episode
(5) ⌀
(6) ⌀
(7) get a starting state
(8)
(9) repeat
(10)
(11) take action , observe and
(12)
(13) end
(14) get value of Q by (5)
(15) generate example
(16)
(17) if u is a transfer action then
(18) generate
(19) else
(20) generate
(21)
(22) end if
(23) update with
(24) update with
(25)
(26) end for
(27) return transfer function