About

The Autonomous Agents Research Group is a research group led by Dr. Stefano V. Albrecht in the School of Informatics, University of Edinburgh. The group specialises in the development of artificial intelligence and machine learning technologies for autonomous systems control and decision making in complex environments, with a particular focus on multi-agent systems in which multiple autonomous agents interact in a shared environment. Current research focuses on algorithms for deep reinforcement learning and multi-agent reinforcement learning. The group also collaborates closely with industry partners, including in the areas of autonomous driving (with Five AI/Bosch) and multi-robot warehouse automation (with Dematic/KION). We are a member of the ELLIS European network of excellence in machine learning research.

See our Research page for more details.

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New textbook:   Multi-Agent Reinforcement Learning: Foundations and Modern Approaches (MIT Press)

Autonomous Agents Research Group