Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Adversarial attacks in consensus-based multi-agent reinforcement
  learning   Recently, many cooperative distributed multi-agent reinforcement learning
(MARL) algorithms have been proposed in the literature. In this work, we study
the effect of adversarial attacks on a network that employs a consensus-based
MARL algorithm. We show that an adversarial agent can persuade all the other
agents in the network to implement policies that optimize an objective that it
desires. In this sense, the standard consensus-based MARL algorithms are
fragile to attacks.

13
The categories of this paper are: quant-ph
6
The categories of this paper are: astro-ph
3
The categories of this paper are: physics
7
The categories of this paper are: hep-th
17
The categories of this paper are: q-fin
26
The categories of this paper are: bayes-an
31
The categories of this paper are: ao-sci
35
The categories of this paper are: mtrl-th
32
The categories of this paper are: atom-ph
0
The categories of this paper are: hep-ph
20
The categories of this paper are: acc-phys
27
The categories of this paper are: comp-gas
5
The categories of this paper are: gr-qc
36
The categories of this paper are: cmp-lg
24
The categories of this paper are: dg-ga
18
The categories of this paper are: econ