Titlebook: Engineering Multi-Agent Systems; 12th International W Daniela Briola,Rafael C. Cardoso,Brian Logan Conference proceedings 2024 The Editor(s

JEER

Ordnance

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金桌活画面

马赛克

Conference proceedings 2024 of 18 submissions. These papers focus on topics such as agent-oriented software engineering, programming multi-agent systems, declarative agent languages and technologies, artificial intelligence, and machine learning..

过份艳丽

钻孔

,SPARKIT: A Mind Map-Based MAS for Idea Generation Support,promising approach for idea generation, yet fostering creative discussions remains a challenge. This paper proposes Synergistic Platform for Advancing and Reinforcing Knowledge through Interactive Tools (SPARKIT) and SPARK-flow leveraging mind maps to facilitate idea generation within a MAS framewor

Tinea-Capitis

,Cooperative Multi-agent Approach for Automated Computer Game Testing,wn to finding the right sequence of interactions given an abstract description of the scenario. Recent works have shown that an agent-based approach works well for the purpose, e.g. due to agents’ reactivity, hence enabling a test agent to immediately react to game events and changing state. Many ga

aplomb

不要不诚实

SADMA: Scalable Asynchronous Distributed Multi-agent Reinforcement Learning Training Framework, (MAS) while facing the challenge of increasing computational cost and training time. MARL algorithms often require sufficient environment exploration to achieve good performance, especially for complex environments, where the interaction frequency and synchronous training scheme can severely limit