Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Dynamics of Internal Models in Game Players   A new approach for the study of social games and communications is proposed.
Games are simulated between cognitive players who build the opponent's internal
model and decide their next strategy from predictions based on the model. In
this paper, internal models are constructed by the recurrent neural network
(RNN), and the iterated prisoner's dilemma game is performed. The RNN allows us
to express the internal model in a geometrical shape. The complicated
transients of actions are observed before the stable mutually defecting
equilibrium is reached. During the transients, the model shape also becomes
complicated and often experiences chaotic changes. These new chaotic dynamics
of internal models reflect the dynamical and high-dimensional rugged landscape
of the internal model space.

8
The categories of this paper are: hep-ex
13
The categories of this paper are: quant-ph
3
The categories of this paper are: physics
32
The categories of this paper are: atom-ph
25
The categories of this paper are: patt-sol
12
The categories of this paper are: nucl-th
16
The categories of this paper are: stat
29
The categories of this paper are: funct-an
20
The categories of this paper are: acc-phys
7
The categories of this paper are: hep-th
5
The categories of this paper are: gr-qc
30
The categories of this paper are: q-alg
31
The categories of this paper are: ao-sci
24
The categories of this paper are: dg-ga
33
The categories of this paper are: plasm-ph
19
The categories of this paper are: eess