Autonomous Agents And Multi-agent Systems

雜志介紹

Autonomous Agents And Multi-agent Systems雜志介紹

《Autonomous Agents And Multi-agent Systems》是一本以English為主的未開放獲取國際優秀期刊，中文名稱自治代理和多代理系統，本刊主要出版、報道計算機科學-AUTOMATION & CONTROL SYSTEMS領域的研究動態以及在該領域取得的各方面的經驗和科研成果，介紹該領域有關本專業的最新進展，探討行業發展的思路和方法，以促進學術信息交流，提高行業發展。該刊已被國際權威數據庫SCIE收錄，為該領域相關學科的發展起到了良好的推動作用，也得到了本專業人員的廣泛認可。該刊最新影響因子為2，最新CiteScore 指數為6。

本刊近期中國學者發表的論文主要有：

• Learning by reusing previous advice: a memory-based teacher-student framework

  Author: Zhu, Changxi; Cai, Yi; Hu, Shuyue; Leung, Ho-fung; Chiu, Dickson K. W.

• Accelerating deep reinforcement learning via knowledge-guided policy network

  Author: Yu, Yuanqiang; Zhang, Peng; Zhao, Kai; Zheng, Yan; Hao, Jianye

• Electoral manipulation via influence: probabilistic model

  Author: Tao, Liangde; Chen, Lin; Xu, Lei; Xu, Shouhuai; Gao, Zhimin; Shi, Weidong

• Online Markov decision processes with non-oblivious strategic adversary

  Author: Dinh, Le Cong; Mguni, David Henry; Tran-Thanh, Long; Wang, Jun; Yang, Yaodong

英文介紹

Autonomous Agents And Multi-agent Systems雜志英文介紹

This is the official journal of the International Foundation for Autonomous Agents and Multi-Agent Systems. It provides a leading forum for disseminating significant original research results in the foundations, theory, development, analysis, and applications of autonomous agents and multi-agent systems. Coverage in Autonomous Agents and Multi-Agent Systems includes, but is not limited to:

Agent decision-making architectures and their evaluation, including: cognitive models; knowledge representation; logics for agency; ontological reasoning; planning (single and multi-agent); reasoning (single and multi-agent)

Cooperation and teamwork, including: distributed problem solving; human-robot/agent interaction; multi-user/multi-virtual-agent interaction; coalition formation; coordination

Agent communication languages, including: their semantics, pragmatics, and implementation; agent communication protocols and conversations; agent commitments; speech act theory

Ontologies for agent systems, agents and the semantic web, agents and semantic web services, Grid-based systems, and service-oriented computing

Agent societies and societal issues, including: artificial social systems; environments, organizations and institutions; ethical and legal issues; privacy, safety and security; trust, reliability and reputation

Agent-based system development, including: agent development techniques, tools and environments; agent programming languages; agent specification or validation languages

Agent-based simulation, including: emergent behavior; participatory simulation; simulation techniques, tools and environments; social simulation

Agreement technologies, including: argumentation; collective decision making; judgment aggregation and belief merging; negotiation; norms

Economic paradigms, including: auction and mechanism design; bargaining and negotiation; economically-motivated agents; game theory (cooperative and non-cooperative); social choice and voting

Learning agents, including: computational architectures for learning agents; evolution, adaptation; multi-agent learning.

Robotic agents, including: integrated perception, cognition, and action; cognitive robotics; robot planning (including action and motion planning); multi-robot systems.

Virtual agents, including: agents in games and virtual environments; companion and coaching agents; modeling personality, emotions; multimodal interaction; verbal and non-verbal expressiveness

Significant, novel applications of agent technology

Comprehensive reviews and authoritative tutorials of research and practice in agent systems

Comprehensive and authoritative reviews of books dealing with agents and multi-agent systems.