Matthew Taylorمشاهده پروفایل
دانشیار
Matthew Taylor is an Associate Professor of Computing Science at the University of Alberta's Faculty of Science. He directs the Intelligent Robot Learning Lab (irll.ca) and holds a Canada CIFAR AI Chair at Amii, the Alberta Machine Intelligence Institute. His research spans reinforcement learning, multi-agent systems, robotics, and human-AI interaction, with emphasis on translating academic AI into industry applications. Dr. Taylor earned his PhD in 2008 and has held roles across academia and industry. His work focuses on human-in-the-loop AI systems, reward design, and multi-agent coordination. Notable contributions include frameworks for automated warehouse layout generation, decentralized energy resource coordination, and bio-inspired prosthetic control systems. Awards include his Amii fellowship and CIFAR chair. His lab develops real-world applications in areas like flight training augmentation, smart home systems, and robotics education. Current projects emphasize robustness in noisy environments and transfer learning across domains. Key Research Areas: Reinforcement Learning, Human-AI Collaboration, Multi-Agent Systems Lab: Intelligent Robot Learning Lab Affiliations: Amii (Alberta Machine Intelligence Institute)
