Algorithms for Multi-agent Reinforcement Learning in Complex Environments

Lead Research Organisation: University of Edinburgh
Department Name: Sch of Informatics


This project will investigate the combination of causal inference and deep reinforcement learning to design an algorithm with the ability to learn causal relationships through exploration in a multi-agent system. The goal is for an agent to apply the learned causal relationships to decision-making and transfer causal knowledge to new environments.


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Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/S023208/1 01/10/2019 31/03/2028
2427742 Studentship EP/S023208/1 14/09/2020 31/08/2024 Mhairi Dunion