Bibliographic details on The Role of Communication in the Coordination of Intelligent Agents in a Semi-Adversarial System.
Michael V. Doran, Jerrolyn A. Hebert, David D. Langan: The Role of Communication in the Coordination of Intelligent Agents in a Semi-Adversarial System.
Crucially, we posit that understanding how adversarial communication emerges is the first step towards developing methods that can deal with it in real-world ...
Nov 4, 2020 · In fully decentralized systems, agents not only need to learn how to behave cooperatively, but also, how to communicate to most effectively ...
Aug 6, 2020 · We focus on the case where agents have self-interested objectives, and develop a learning algorithm that elicits the emergence of adversarial ...
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May 16, 2024 · Require communication, coordination, and negotiation between agents. Examples of Sensors Used in AI Agents. AI agents can use a wide variety ...
A multi-agent system which involves several agents that collaborate towards the achievement of a joint ... dynamic, real-time periods, inter-agent communication ...
Abstract Communication can promote coordination in cooperative Multi-Agent Reinforcement Learning (MARL). Nowadays, existing works mainly focus on improving ...
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When mul- tiple attackers are present, they can coordinate and jointly optimize their perturbations to strengthen the attack. In terms of defense, when the ...
Nov 6, 2023 · Agents can obtain more information via communication to better understand the state and the behavior of others. However, the coordination ...
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