Algorithms for Multi-agent Reinforcement Learning in Complex Environments

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

Abstract

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.

Publications

10 25 50

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