The paper introduces MOSAIC, a new algorithm for collaborative learning among autonomous, agentic AI systems that operate in decentralized, dynamic environments. These agents selectively share and reuse modular knowledge (in the form of neural network masks) without requiring synchronization or centralized control. Key innovations include: Task similarity via Wasserstein embeddings and cosine…
A fully funded PhD position is available in my research group at Loughborough University on the topic Lifelong learning and shareable models: How to reduce the energy footprint of AI and contribute to a sustainable decarbonised future . Please find further details at https://www.lboro.ac.uk/study/postgraduate/research-degrees/phd-opportunities/lifelong-learning-shareable-models Application…
Happy to share this collaborative work with exceptional colleagues on how we can build networks of always learning and knowledge-sharing AI systems. Published on Nature Machine Intelligence. Read the full article at https://rdcu.be/dB9zt The post A collective AI via lifelong learning and sharing at the edge appeared first on Andrea Soltoggio .
We would like to invite candidates to apply for funded Ph.D. positions in AI and ML at the Computer Science Department at Loughborough University. Topics of interest involve AI/ML areas such as lifelong learning, bio-inspired neural computation and spiking neural networks with a particular focus on applications in reinforcement learning, robotics, and edge-AI. Details.This new field of [...] The…
I m happy to advertise a new Research Topic in Frontiers available at: Adaptive Machines: Leveraging Neuroscience for Lifelong Learning Systems Deadline for paper submission: 30 September 2021. Abstract: Artificial intelligence has always sought inspiration in the brain. Artificial neural networks (ANNs), in particular, were modeled after their biological counterparts (biological neural networks,…
One research associate and two funded Ph.D. positions are available at the Computer Science Department, School of Science, Loughborough University, UK, on the topics of the evolution of lifelong learning in neural networks. Research. The aim is to develop new neuroevolution algorithms for lifelong learning. The objectives are to devise machine learning systems that autonomously adapt to changing…
It was a pleasure to work with The Conversation to explain our recent scientific work: https://theconversation.com/ai-is-acquiring-a-sense-of-smell-that-can-detect-illnesses-in-human-breath-97627 The post AI is acquiring a sense of smell that can detect illnesses in human breath appeared first on Andrea Soltoggio .
This is one just advertising video of the potential of the technology that we developed at Loughborough University in collaboration with ICE The post Deploying AI and deep learning to product apps appeared first on Andrea Soltoggio .
Set to drop by at BBC Radio Leicester tomorrow to talk about robots and AI. Always a pleasure with Ady Dayman. The post On BBC Radio appeared first on Andrea Soltoggio .
STEM day at Loughborough University, and plenty of social interaction. Our NAO robots are still performing OK after three years of service! The post Science, technology, engineering and mathematics (STEM) day at Loughborough appeared first on Andrea Soltoggio .