Course in Ethics in Distributed Intelligence in Swarms
Online 300-hour course in ethics in distributed intelligence in swarms. 6 modules covering Implementing Regulation (EU) 2019/947 (UAS operations), Delegated Regulation (EU) 2019/945 (unmanned aircraft systems) and ROS 2. Assigned tutor and open enrolment.
Course in Ethics in Distributed Intelligence in Swarms — studying from Canada
Canada's defence sector is centred on procurement and sustainment through the Department of National Defence and Defence Research and Development Canada. Industrial activity spans land vehicles, naval systems, avionics and electronics, with firms in Ontario, Québec, Nova Scotia and British Columbia. Companies such as General Dynamics Land Systems Canada and Lockheed Martin Canada are notable employers, alongside a broad base of small and medium suppliers. Engineers work on systems integration, vehicle protection, logistics and sustainment, operating within strict security and export control frameworks.
Fees for Canada: C$1,240 (Canadian dollar), with instalments and employer sponsorship available.
Relevant bodies in Canada
Typical roles
Questions from Canada
Which Canadian bodies or processes govern defence engineering recognition?
Defence engineering in Canada often involves government procurement and security clearances, and engineers typically hold provincial Professional Engineer licences where a title is required. SEIUM's qualifications are private and not official state degrees or accredited by a national body, so they do not confer licensing or clearance. Recognition is for employers or the relevant body to decide, so verify this first.
Would Canadian defence or land systems employers accept this training?
Canadian defence employers and contractors generally rely on security clearance, licensing and demonstrated experience. A private qualification may support your application, but it is unlikely to replace those requirements, and its acceptance is up to each employer. A SEIUM final project can help show applied skill, so discuss expectations with prospective employers early.
Can I study remotely while working, and what are the costs and language demands?
Yes, the programmes are fully online, so you can study from Canada or elsewhere without a student visa, and fit sessions around work. Specialist courses are 300 hours, postgraduate diplomas 800 and master's 1,900. Teaching is in English, supported by an assigned technical tutor. Fees are payable in instalments, and employer sponsorship may be available.
Take the controls.
Run a real engineering trade-off from this field. Move the sliders, watch the model react in real time and beat the challenge.
What you will be able to do
Explain the principles of collective intelligence in swarms.
Analyse the predictability of emergent behaviours.
Apply verification techniques to multi-agent systems.
Define models of human control over swarms.
Examine the legal and ethical framework for autonomous swarms.
Identify responsible civil applications of swarms.
Design a swarm with ethical and technical safeguards.
Who it's for
- Multi-agent systems engineer wishing to specialise in Ethics in Distributed Intelligence in Swarms.
- Swarm robotics researcher wishing to specialise in Ethics in Distributed Intelligence in Swarms.
- Verification engineer for autonomous systems wishing to specialise in Ethics in Distributed Intelligence in Swarms.
- UAS operator wishing to specialise in Ethics in Distributed Intelligence in Swarms.
- Aviation safety analyst wishing to specialise in Ethics in Distributed Intelligence in Swarms.
- Robotics ethics adviser wishing to specialise in Ethics in Distributed Intelligence in Swarms.
- Graduates in engineering or sciences seeking to enter robotics.
What you'll work with
- Implementing Regulation (EU) 2019/947 (UAS operations)
- Delegated Regulation (EU) 2019/945 (unmanned aircraft systems)
- Implementing Regulation (EU) 2021/664 (U-space)
- Guiding Principles of the CCW GGE on Lethal Autonomous Weapons Systems (2019)
- Additional Protocol I, Art. 36 (review of new weapons)
- IEEE 7001 (transparency of autonomous systems)
6 modules · 300 h
1.1Swarm intelligence: biological principles1.2Algorithms: Boids, PSO and ant colonies1.3Distributed control and consensus1.4Local communication and stigmergy1.5Emergent behaviour1.6Robustness and scalability1.7Civil drone swarms: shows and agriculture1.8Swarms in search and rescue1.9Swarm programmes in defence1.10Laboratory: swarm simulation with Boids
2.1Emergence versus predictability2.2Formal verification of collective behaviours2.3Large-scale simulation and its limits2.4Cascading failures in swarms2.5Swarm testing in real environments2.6Behaviour upon loss of communications2.7Attacks on swarm coordination2.8Collective performance metrics2.9Certification of multi-agent systems2.10Practice: sensitivity analysis of a consensus algorithm
3.1Supervision of many agents by one operator3.2Swarm-level command interfaces3.3Operator situational awareness3.4Goal-based control versus direct control3.5Interruption and withdrawal of the swarm3.6Cognitive load and automation bias3.7Scaling autonomy by mission3.8Meaningful human control in collective systems3.9Operator training3.10Workshop: designing an interface to supervise a swarm
4.1Swarms and the principle of distinction4.2Proportionality with cumulative effects4.3Swarms as a possible weapon of mass effect4.4Debate at the Convention on Certain Conventional Weapons4.5Responsibility gap in collective systems4.6Proliferation and low cost4.7Risks to civilian public safety4.8Use of swarms in surveillance and privacy4.9Escalation and strategic stability4.10Case study: legal analysis of a reconnaissance swarm
5.1Swarms in emergencies and disasters5.2Distributed environmental monitoring5.3Precision agriculture with swarms5.4Regulation (EU) 2019/947 and multiple operations5.5U-space airspace management5.6Third-party safety on the ground5.7Impact on wildlife and noise5.8Social acceptance5.9Transfer of civil research to defence5.10Practice: swarm operation plan for a forest fire
6.1Defining the swarm mission6.2Designing the collective algorithm6.3Verification and testing plan6.4Human control design6.5Legal analysis6.6Risk assessment of misuse6.7Social acceptance analysis6.8Final ethical assessment6.9Report and presentation6.10Final review with the tutor
How you'll learn
100 % online training on the SEIUM campus, with downloadable material, recorded classes and an assigned technical tutor. No fixed timetables: students progress at their own pace within the intake, which makes it possible to combine study with work.
Each module combines theory, guided reading of the original standard and applied exercises. The working software is ROS 2, Gazebo, ArduPilot SITL, Python (Mesa, multi-agent simulation), in free, academic or evaluation versions. Tests are studied on real multi-agent swarm simulation procedures, test flights in controlled environments and formal verification of emergent behaviours. Assessment is continuous per module plus the final integrative project.
Build it end to end
Your final project follows the real engineering workflow, step by step, reviewed by your tutor.
Explain the principles of collective intelligence in swarms.
Analyse the predictability of emergent behaviours.
Apply verification techniques to multi-agent systems.
Define models of human control over swarms.
Examine the legal and ethical framework for autonomous swarms.
Where this takes you
Requirements
- No prior degree required.
- Internet connection and a computer capable of running the programme's software.
- Sufficient Spanish to follow technical regulatory reading.
Ready to start?
Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.
Frequently asked questions
The programme consists of 300 hours in total, spread over 3 to 5 months. That is between 10 and 15 hours per week on average, compatible with a full-time job.
The course works with ROS 2, Gazebo, ArduPilot SITL, Python (Mesa, multi-agent simulation). Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.
A SEIUM own diploma upon passing the continuous assessment and the integrative project. It is in-house training, not an official Ministry qualification.
Yes. Modules passed in a course or postgraduate diploma in the same area are credited towards the advanced programme. Check the credit transfer policy when you enrol.
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