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Reinforcement learning for unknown stochastic environments with sparse and dynamic rewards

Lead Research Organisation: University of Glasgow
Department Name: School of Computing Science

Abstract

In this project, we will analize and develop new deep reinforcement learning algorithms for challenging environments with, for example, stochastic non-Markovian dynamics and sparse dynamic rewards.

People

ORCID iD

Publications

10 25 50

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/T517896/1 30/09/2020 29/09/2025
2605265 Studentship EP/T517896/1 30/09/2021 30/03/2025
EP/W524359/1 30/09/2022 29/09/2028
2605265 Studentship EP/W524359/1 30/09/2021 30/03/2025