Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Self-Sustaining Iterated Learning   An important result from psycholinguistics (Griffiths & Kalish, 2005) states
that no language can be learned iteratively by rational agents in a
self-sustaining manner. We show how to modify the learning process slightly in
order to achieve self-sustainability. Our work is in two parts. First, we
characterize iterated learnability in geometric terms and show how a slight,
steady increase in the lengths of the training sessions ensures
self-sustainability for any discrete language class. In the second part, we
tackle the nondiscrete case and investigate self-sustainability for iterated
linear regression. We discuss the implications of our findings to issues of
non-equilibrium dynamics in natural algorithms.

18
The categories of this paper are: econ
12
The categories of this paper are: nucl-th
23
The categories of this paper are: solv-int
5
The categories of this paper are: gr-qc
11
The categories of this paper are: hep-lat
30
The categories of this paper are: q-alg
6
The categories of this paper are: astro-ph
29
The categories of this paper are: funct-an
13
The categories of this paper are: quant-ph
15
The categories of this paper are: nucl-ex
0
The categories of this paper are: hep-ph
22
The categories of this paper are: chao-dyn
14
The categories of this paper are: math-ph
36
The categories of this paper are: cmp-lg
27
The categories of this paper are: comp-gas
24
The categories of this paper are: dg-ga