會議簡介隨著科技的快速發(fā)展，人工智慧成為了推動社會進(jìn)步的重要力量。在這個時代，我們有幸見證並參與分散式人工智慧（Distributed Artificial Intelligence， DAI）的創(chuàng)新與應(yīng)用。分散式人工智慧是人工智慧領(lǐng)域的重要分支，這幾年引起了越來越多的關(guān)注?；洞笮驼Z言模型（LLM）的智能體（Agent）異軍突起，透過結(jié)合大模型的強(qiáng)大語言理解和生成能力，展現(xiàn)了在自然語言互動、知識推理、任務(wù)規(guī)劃等方面的巨大潛力。 AI Agent正在接棒大語言模型，成為目前AI圈的熱門話題。 Auto-GPT，AutoGen，HuggingGPT，LangChain Agent等大語言模型智能體在不同領(lǐng)域的應(yīng)用潛力，從遊戲、編程到日常任務(wù)自動化，正在逐步改變我們與技術(shù)的互動方式，在未來將發(fā)揮更加重要的作用。在2019年，多智能體系統(tǒng)領(lǐng)域的一些國際知名學(xué)者發(fā)起了國際分散式人工智慧學(xué)術(shù)會議——DAI，致力於打造一個聯(lián)繫國內(nèi)外相關(guān)研究群體的高水平國際交流平臺，匯集了來自不同領(lǐng)域的研究人員和實(shí)踐者，包括通用人工智慧、多智能體系統(tǒng)、分散式學(xué)習(xí)和計算博弈論等。透過提供高規(guī)格、國際知名的論壇，DAI促進(jìn)了分散式人工智慧理論與實(shí)踐的研究。時至今日，DAI已在北京、南京、上海、天津、新加坡等地成功舉辦。 DAI 2024－第六屆分散式人工智慧國際會議，將於2024年12月18日至12月22日在新加坡舉行。這場盛會將匯集全球頂尖的研究人員與實(shí)務(wù)者，共同探討並分享分散式AI的最新研究成果與實(shí)務(wù)經(jīng)驗(yàn)。 DAI 2024除了會議的高水準(zhǔn)投稿之外，還邀請了國內(nèi)外各大專院校和研究機(jī)構(gòu)的人工智慧領(lǐng)域頂會（如NeurIPS，ICML，ICLR，AAAI等）論文作者做現(xiàn)場報告，旨在為大家呈現(xiàn)一場頂級人工智慧領(lǐng)域的盛宴。 DAI 2024大會網(wǎng)站：http://www.adai.ai/dai/2024/call-for-workshop.html這次大會邀請到了將帶來Keynote的重量級嘉賓，學(xué)術(shù)大牛，業(yè)界翹楚。 Richard S. Sutton， 被稱為「強(qiáng)化學(xué)習(xí)教父」。作為強(qiáng)化學(xué)習(xí)領(lǐng)域的領(lǐng)導(dǎo)人物，Sutton教授的參與預(yù)計將吸引全球AI研究者和從業(yè)者的目光。 Sutton教授是阿爾伯塔大學(xué)電腦科學(xué)系教授，強(qiáng)化學(xué)習(xí)與人工智慧實(shí)驗(yàn)室首席研究員，阿爾伯塔機(jī)器智慧研究所首席科學(xué)顧問，CIFAR高級研究員，他提出的「阿爾伯塔計畫」旨在透過環(huán)境交互學(xué)習(xí)打造與複雜世界互動並預(yù)測控制其感官輸入訊號的長壽命計算智能體，推動智慧系統(tǒng)從世界模型中學(xué)習(xí)。 Sergey LevineUC伯克利電機(jī)工程和計算機(jī)科學(xué)系的副教授，專注於能夠使 Autonomous Agents 透過學(xué)習(xí)獲得複雜行為的演算法，特別是能夠使任何自主系統(tǒng)學(xué)習(xí)解決任何任務(wù)的通用方法。 Sergey?是強(qiáng)化學(xué)習(xí)領(lǐng)域大神，也是UC 柏克萊的網(wǎng)紅教授。 。 Georgios Piliouras是GoogleDeepMind研究科學(xué)家，Google DeepMind 博弈論團(tuán)隊的負(fù)責(zé)人。他的研究興趣在多智能體學(xué)習(xí)、演算法博弈論、區(qū)塊鏈和動力系統(tǒng)領(lǐng)域。顏水成是崑崙2050全球研究院院長，天工智能聯(lián)席CEO。顏水成博士是新加坡工程院院士、AAAI、ACM、IEEE 和 IAPR會士。他的研究領(lǐng)域包括電腦視覺、機(jī)器學(xué)習(xí)和多媒體分析。專家學(xué)者們的出席和演講將為分散式人工智慧領(lǐng)域的最新研究和發(fā)展趨勢提供深刻的見解。大會特色大會亮點(diǎn)一：強(qiáng)大的特邀嘉賓報告陣容

Sergey Levine：加州大學(xué)柏克萊分校副教授

Georgios Piliouras：GoogleDeepMind研究科學(xué)家

Richard S. Sutton：阿爾伯塔大學(xué)教授

成

) 2050全球研究院院長，天工智能聯(lián)席CEO

大會亮點(diǎn)二：大會特別設(shè)立"Agent Day"

為了進(jìn)一步推動智能體技術(shù)的應(yīng)用和普及，DAI 2024特別設(shè)立了“智能體日（Agent Day ）”，旨在展示智能體技術(shù)在各行各業(yè)的實(shí)際應(yīng)用，以及與人類互動的創(chuàng)新案例。在這一天，與會者將有機(jī)會親歷來自大語言模型智能體、多智能體系統(tǒng)、人機(jī)協(xié)作與互動等多主題的報告和交流盛宴。

與會者有機(jī)會參與智能體技術(shù)展示和專題研討交流。涵蓋了最新的多智能體系統(tǒng)和應(yīng)用案例，包括機(jī)器人協(xié)作、自動化決策支援系統(tǒng)等。產(chǎn)業(yè)專家和學(xué)者就智能體技術(shù)的發(fā)展趨勢、挑戰(zhàn)和未來前景進(jìn)行深入討論。 ??

"Intelligent Day" will become a highlight of the conference, providing participants with the opportunity to experience and in-depth understanding of intelligent technology. It is also a platform to promote exchanges and cooperation between academia and industry.

Highlight 3 of the conference: Dozens of top-level conference reports

The conference specially organized top-level conference reports, covering multi-agent systems, large language models, reinforcement learning, game theory, machine learning, and robot learning , deep learning and models and other fields, dozens of high-quality academic papers from top domestic and foreign conference journals such as NeurIPS, ICLR, ICML, AAAI, CoRL, WWW, AAMAS, etc.

Call for Papers

DAI 2024 conference calls for papers on a wide range of topics, covering but not limited to:

Agent Cooperation:

• Biologically-inspired approaches and methods
• Collective intelligence
• Distributed problem solving
• Teamwork, team formation, teamwork analysis
• Coalition formation (non-strategic)
• Multi-robot systems
• Federated learning
• Distributed learning systems

Humans and Agents:

• Human-robot/agent interaction
• Multi-user/multi-virtual- agent interaction
• Agents competing against humans
• Agent-based analysis of human interactions
• Agents for improving human cooperative activities

Single/Multi-agent Learning:

• Reward structures for learning
• Multi-agent learning
• Reinforcement learning
• Deep learning
• Adversarial machine learning

Computational Game Theory:

• Complexity of algorithms for games
• Practical algorithms for games
• Behavioral models of games
• Security games

Economics and Computation:

• Auctions and mechanism design
• Market design and applications
• Social choice theory
• Game theory for practical applications
• Economics of blockchain systems

We encourage submissions of theoretical, empirical and perspective papers to advance distributed In-depth understanding and application in the field of AI. All submitted papers will undergo rigorous peer review to ensure the high quality and academic value of the conference content.

Organizing Committee

This conference is co-chaired by Professor Anbo from Nanyang Technological University and Professor Sarit Kraus from Bar-Ilan University in Israel. In addition, the organizing committee also includes many well-known scholars in the field.

Co-chairs of the Program Committee: Professor Yang Yaodong from Peking University, Professor Long Tran-Thanh from the University of Warwick, UK

Co-chairs of seminars/lectures: Professor Zhang Weinan from Shanghai Jiao Tong University, Professor Bryan Wilder from Carnegie Mellon University, USA

Sponsorship Co-Chair: Professor Yu Yang from Nanjing University

Publicity Co-Chair: Professor Zhao Dengji from ShanghaiTech University

Publication Co-Chair: Professor Chen Siheng from Shanghai Jiao Tong University

Local Organization Co-Chair: Professor Wang Xinrun from Singapore Management University

Contact Information

The submission date for the full text of the conference call for papers is from August 25 to September 10, 2024, and the paper notification date is October 5, 2024. If you have any questions about submission, please contact us via the following email:

• Yaodong Yang: yaodong.yang@pku.edu.cn
• Long Tran-Thanh: long.tran-thanh@warwick.ac.uk

We look forward to your participation to witness and shape the future of distributed artificial intelligence. Visit the DAI2024 official website now at http://www.adai.ai/dai/2024/index.html for more information and prepare your submission. To submit papers, please log in to the EasyChair website: https://easychair.org/conferences/?conf=dai20240

DAI 2024 looks forward to your participation to jointly explore and promote the future of distributed artificial intelligence.

以上是分散式人工智慧盛會DAI 2024徵稿：Agent Day，強(qiáng)化學(xué)習(xí)之父Richard Sutton將出席！顏水成、Sergey Levine以及DeepMind科學(xué)家將做主旨報告的詳細(xì)內(nèi)容。更多資訊請關(guān)注PHP中文網(wǎng)其他相關(guān)文章！