reinforcement PhD Projects, Programmes & Scholarships for UK Students

We have 23 reinforcement PhD Projects, Programmes & Scholarships for UK Students

Achieving Robust Quantum Control through Deep Reinforcement Learning

Cardiff University Cardiff School of Computer Science & Informatics

The success of quantum computing, simulation, and sensing applications hinges on achieving robust control over quantum systems. Read more

Supervisors: Dr F Langbein, Dr K Sidorov, Dr Y Li

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Three-dimensional hybrid composites for repair and recycling PhD

Cranfield University School of Aerospace, Transport and Manufacturing (SATM)

This PhD research opportunity focuses on the development of self-healing three-dimensional metal-composite hybrid materials. These will use through-thickness reinforcement to embed metallic elements, acting as a means of targeted heat introduction, to activate re-processable matrices like thermoplastics or vitrimers. Read more

Supervisors: Dr GN Neale, Dr A Skordos

22 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

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Distributed active reinforcement learning for multi-agent planning and control

The University of Manchester Department of Electronic and Electrical Engineering

With the rapid development of network-connected systems, coordination and cooperation among the subsystems/agents have become increasingly important and powerful in many control and robotics applications. Read more

Supervisor: Dr Z Li

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Native tree reinforcement of slope stability during establishment at the A83 Rest and Be Thankful

University of Dundee School of Science and Engineering

This 4-year project, funded through Forest Research, aims to evaluate mechanical and hydrological mechanisms of slope stabilisation during the ongoing establishment of native tree species at A83 Rest and Be Thankful, an area prone to extensive and disruptive debris flows that are widely reported in the media. Read more

Supervisor: Dr j Knappett

26 April 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Trustworthy AI for Socially Compliant Autonomous Driving

University of Surrey School of Computer Science and Electronic Engineering

Concerns about Autonomous Vehicles (AVs) navigating complex driving scenarios necessitate balancing safety, legality, ethics, and comfort, akin to human drivers. Read more

Supervisors: Dr S Fallah, Prof RA Abbott , Dr A Tamaddoni-Nezhad, Dr AL Leveringhaus

31 May 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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Collaborative probabilistic machine learning

The University of Manchester Department of Computer Science

We develop probabilistic machine learning methods for helping other agents make better decisions, ultimately human agents in ongoing applications in science and engineering. Read more

Supervisor: Prof S Kaski

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Generative AI and flexible cognitive robots for discrete manufacturing

University of Sheffield Department of Automatic Control and Systems Engineering

Background. Current Human-Robot collaborations are driven by kinaesthetic teaching which requires humans to guide the robot end effectors to do a task. Read more

Supervisors: Dr R Ward, Dr J Oyekan

15 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

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Robot-Human Collaboration in Manufacturing Environments

Heriot-Watt University School of Engineering & Physical Sciences

Robot-Human Collaboration in Manufacturing Environments. Research aims to revolutionize human-robot collaboration in industrial settings by integrating artificial intelligence (AI), reinforcement learning (RL) and systems monitoring. Read more

Supervisors: Dr M Koskinopoulou, Assoc Prof FA Auat

Year round applications PhD Research Project Funded PhD Project (European/UK Students Only)

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Physics Informed Machine Learning for Precise Flow Process Control

University of York Department of Computer Science

Background. Read more

Supervisors: Dr J Oyekan, Prof I J S Fairlamb, Prof H Sneddon

31 May 2024 PhD Research Project Funded PhD Project (European/UK Students Only)

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Novel preforms for Automated Fibre Placement

University of Edinburgh School of Engineering

Automated Fiber Placement (AFP) is an emerging technique to manufacture advanced composites for the aerospace industry. One of its main advantages is the possibility to define complex fiber paths to optimize the stiffness for a given loading scenario. Read more

Supervisor: Dr F Martinez-Hergueta

14 September 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Emotional response to immersive audio in live music performance

University of York School of Physics, Engineering and Technology

This project is a collaboration between University of York and L-Acoustics as part of CoStar LiveLab. It will address the challenges of understanding the impact of different listening environments, contexts and technical setups and sound formats on listeners. Read more

Supervisors: Prof H Daffern, Prof G Kearney

8 May 2024 PhD Research Project Funded PhD Project (UK Students Only)

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PhD studentship in Machine Learning and Artificial Intelligence (AI) Systems: Distributed Deep Learning, Personalising Foundation Models and Building Efficient Autonomous AI Agents

University of Edinburgh School of Informatics

Machine Learning and Artificial Intelligence (AI) Systems. Please contact Amos Storkey (amos+phdapps@inf.ed.ac.uk) as soon as possible about this opportunity. Read more

Supervisor: Prof A Storkey

30 April 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Learning for Control: Enabling Efficient Networked Autonomous Systems

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Konstantinos Gatsis . Project description. There is an ongoing transformation in engineering autonomous systems that aim to achieve complex objectives with limited human intervention in applications such as robotics, self-driving cars, and industrial systems. Read more

Supervisor: Dr K Gatsis

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Visual Swarming for GPS Denied UAV Operations

UNSW Canberra Defence Trailblazer

Who can apply? Australian Citizens & Permanent Residents New Zealand Citizens Onshore international students from Five Eyes Alliance Nations (United States, the United Kingdom, Canada). Read more

Supervisor: Prof M Garratt

29 May 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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Integrating numbers into document representation models for improved text classification

Cardiff University Cardiff School of Computer Science & Informatics

About the Project. Clinical text often includes numbers of various types and formats. However, most current text classification approaches do not take advantage of these numbers. Read more

Supervisor: Prof I Spasic

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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We have 23 reinforcement PhD Projects, Programmes & Scholarships for UK Students

reinforcement PhD Projects, Programmes & Scholarships for UK Students

We have 23 reinforcement PhD Projects, Programmes & Scholarships for UK Students

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