Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Quality of service based radar resource management using deep
  reinforcement learning   An intelligent radar resource management is an essential milestone in the
development of a cognitive radar system. The quality of service based resource
allocation model (Q-RAM) is a framework allowing for intelligent decision
making but classical solutions seem insufficient for real-time application in a
modern radar system. In this paper, we present a solution for the Q-RAM radar
resource management problem using deep reinforcement learning considerably
improving on runtime performance.

3
The categories of this paper are: physics
16
The categories of this paper are: stat
12
The categories of this paper are: nucl-th
18
The categories of this paper are: econ
17
The categories of this paper are: q-fin
25
The categories of this paper are: patt-sol
8
The categories of this paper are: hep-ex
36
The categories of this paper are: cmp-lg
29
The categories of this paper are: funct-an
13
The categories of this paper are: quant-ph
22
The categories of this paper are: chao-dyn
7
The categories of this paper are: hep-th
23
The categories of this paper are: solv-int
31
The categories of this paper are: ao-sci
9
The categories of this paper are: nlin
21
The categories of this paper are: adap-org