The workshop will deal with matters together with targeted traffic optimization, fleet management, and intelligent infrastructure, bringing jointly specialists from academia and field to discuss the most recent improvements and useful programs of MARL.
Two submission possibilities look for to enable federal government groups and NGOs to current recent perform, even though they won't have the chance to publish technical papers. Submission info can be found around the workshop webpage.
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Small-rank constructions to hurry up computation of large ML systems for instance adaptors in LLMs and structured computational graphs;
All submissions will bear double-blind peer overview, and the acknowledged papers will be introduced as oral or poster presentations at the workshop. At least one creator of each accepted paper must register and go to the workshop to existing their operate.
We predominantly Stick to the CIKM suggestions for paper submission except for just one-blind peer evaluate. All important rules are as follows:
The workshop will deal with both of those the theoretical and simple worries associated with the design of privateness-preserving AI devices and algorithms and may have robust multidisciplinary factors, which read more include soliciting contributions about plan, authorized troubles, and societal effects of privacy in AI.
Attendees may have the opportunity to examine how ToM can increase AI-human interactions, strengthen cooperative multi-agent methods and add to ethical AI development.
Submissions ought to be 4-7 internet pages long, excluding references, and abide by AAAI 2025 template. Submissions are double-blind and writer identity really should not be exposed to the reviewers. An optional appendix of arbitrary length is allowed and should be set at the conclusion of the paper (following references).
Finally, the workshop will welcome papers that describe the release of privacy-preserving benchmarks and knowledge sets that may be employed by the Local community to unravel essential problems of interest, including in equipment Discovering and optimization for wellness techniques and urban networks, to mention but some illustrations.
Important themes on the workshop include things like liable AI practices, safety protocols, and moral factors, with a specific concentrate on product basic safety as well as the avoidance of unintended consequences like bias in AI-driven determination-creating.
Problems concerning the safety of AI emerge through the potential damaging uses or outcomes of AI outputs, which may end up from inaccuracies, irresponsibility, or inappropriate purposes. As AI will become ever more built-in into essential devices and day-to-day pursuits, addressing AI protection concerns is crucial.
Many of the particular spots we would like to acquire a greater understanding in involve: what LLMs can add to preparing, how LLMs can/must be utilized, What exactly are the pitfalls of using LLMs, Exactly what are the assures that may be received.
Workshop organizers will notify submitters of acceptance by December nine, 2024, Unless of course or else observed on their supplementary Web-site. If the organizer is scheduling a formal publication, they are going to present unique information about how you can submit digicam-ready copy. For further specifics of a workshop, make sure you Make contact with the chair of that workshop.