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We have 55 reinforcement PhD Projects, Programmes & Scholarships

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reinforcement PhD Projects, Programmes & Scholarships

We have 55 reinforcement PhD Projects, Programmes & Scholarships

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Optimising dynamic scheduling in smart manufacturing through reinforcement learning PhD

Cranfield University School of Aerospace, Transport and Manufacturing (SATM)
This PhD aims to develop an adaptive self-organising solution for dynamic scheduling in job-shop manufacturing. The research will introduce an innovative approach that integrates deep reinforcement learning and multi-agent systems to rapidly respond to emergencies and disruptions. Read more
 Supervisor: Dr C Latsou
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Optimizing Anchor Layouts in Seismic Reinforcement of URM Walls

University of Edinburgh School of Engineering
Unreinforced masonry (URM) load-bearing walls were commonly used in historic buildings but are weak in shear and vulnerable to cracking and damage during seismic events. Read more
 Supervisors: Dr Y Yardim, Dr HKC Chai
 16 January 2025  PhD Research Project  Self-Funded PhD Students Only
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Achieving Robust Quantum Control through Deep Reinforcement Learning [SELF-FUNDED STUDENTS ONLY]

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
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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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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Interpretable Reinforcement Learning [Self-Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics
  Research Group: Visual Computing
Reinforcement learning (RL) enables agents to learn optimal policies by interacting with the environment. The agent collects experience from trial-and-error and optimises its action rules from the environment feedback. Read more
 Supervisors: Dr J Wu, Dr Y Lai, Dr Z Ji
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Through-thickness reinforcement compatible conductive polymer filaments PhD

Cranfield University School of Aerospace, Transport and Manufacturing (SATM)
Composite through-thickness reinforcement techniques are typically used to bolster through-thickness behaviour, composite’s primary weakness, but the integration of through-thickness elements for embedding electrical and thermal functionality is a fast-growing area of research. Read more
 Supervisors: Dr David Ayre, Dr GN Neale
 14 May 2024  PhD Research Project  Self-Funded PhD Students Only
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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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Implement reinforcement learning for robots in hardware to handle the reality gap

University of York School of Physics, Engineering and Technology
  Research Group: Intelligent Systems and Robotics
In the Autonomous Robotic Evolution project robots for different types of challenging environments are autonomously designed and fabricated with the Robot Fabricator. Read more
 Supervisors: Prof A M Tyrrell, Dr EB Buchanan
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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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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SLAM for UAV navigation in GPS and vision denied environments using deep reinforcement learning.

Kingston University Faculty of Engineering, Computing and the Environment
The aim of this project is to develop an UAV system capable of providing real time navigation including 3D mapping reconstruction, path planning and obstacle avoidance in GPS and vision denied environments. Read more
 Supervisor: Dr O Duran
 Year round applications  PhD Research Project  Self-Funded PhD 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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Optimal Design of Fibre Reinforced Composite Pipes and Umbilicals

Aberdeen University School of Engineering
These projects are open to students worldwide, but have no funding attached. Therefore, the successful applicant will be expected to fund tuition fees at the relevant level (home or international) and any applicable additional research costs. Read more
 Supervisors: Dr M Menshykova, Dr O Menshykov
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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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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Development of a performance test method to evaluate effectiveness and service life of galvanic anodes used as part of repair systems and cathodic protection in reinforced concrete structures

University of Birmingham Department of Civil Engineering
One of the most challenging durability issues and causes of defects in reinforced concrete infrastructures is the corrosion of steel reinforcement, which leads to rust formation, cracking, spalling, delamination and degradation of structures (Popov, 2015 and Michael et al, 2016). Read more
 Supervisors: Dr B Ghiassi, Prof E G Ganjian
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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