| Category | Assignment | Subject | Education |
|---|---|---|---|
| University | University of Bristol | Module Title | SEMTM0043 Robotic s Science & Systems |
| Academic Year | 2025/26 |
|---|
| Assessment 1: | Summative (30%), Individual |
| Assessment 2: | Summative (70%), team |

SEMTM0043 is assessed by 100% coursework split into two assessments, A1 and A2, weighted 30% and 70% respectively. The emphasis of this coursework is to prepare you to develop and conduct a scientific experiment with a robotic system, including how to report and evaluate results. The main teaching/learning mechanism of this unit is to give you direct, hands-on experience of these activities via project-based learning. You will be working with a robotic system: a Pololu 3Pi+ mobile robot. Working with hardware takes an investment of time and practice. The unit is split into two periods. In the first 5 weeks, you will be primarily taught through practical lab sessions to develop fundamental skills with a robotic system by engaging with the “Foraging Challenge”. In a second 5 weeks, working in teams (groups), you will be primarily taught through regular supervision for self-directed study to conceive, design, conduct, evaluate and report a scientific experiment conducted with your 3Pi+ robot, developing post-graduate critical thinking skills.
Pololu 3Pi+ Mobile Robot

You must program your robot to autonomously complete the Foraging Challenge, adhering specification and requirements detailed from page
6. Your assessment submission must be individual work. Your code will be algorithmically checked for plagiarism against all other code submissions made to the unit.
UoB Weeks 5,7-11, Deadline Thursday 4th December 1pm
Working in a team of 2, 3 or 4 students, your team must produce a 6-page report which details a scientific experiment conducted with your robotic system (3Pi+), adhering to the Assessment 2 Specification, detailed from page 15.
If there is significant disagreement of team member contribution (>10% difference), a viva between all team members and two academics to determine
On Loan for 11 Weeks:
Register your kit with the QR code on the label, or via this link.
You can take it home.
You are required to return all parts of the kit in week 11.
Cable ties and plastic hooks do not need to be disassembled on kit return.
Please remove the batteries from the robot on kit return.

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|
Criteria Description |
Mark (max 100) |
Skills Demonstrated |
|
Beginner Difficulty |
(50-58%) |
|
|
Actively search within the map area for 4 minutes then stop. |
50 |
The ability to control motors and read sensors to produce |
|
Actively search area for 4 minutes as per “Beginner Difficulty”. |
58 |
The ability to control motors and read sensors to produce |
|
Intermediate Difficulty |
(60-68%) |
|
|
Puck location must be randomised using the dice. Robot |
58 + ( n * 2 ) where n is the number of pucks correctly pushed outside the map, requiring a minimum of 1 puck, up to 5 pucks total. |
The ability to control motors and read sensors to produce |
|
Expert Difficulty |
(70-100%) |
|
|
Puck location must be randomised using the dice. |
65 + ( n * 5 ) where n is the number of pucks correctly returned, requiring a minimum of 1 puck, up to 7 pucks total. |
The ability to control motors and read sensors to produce more complex autonomous behaviours, including basic path planning and fault tolerance. The ability to analyse and refine a solution to mitigate the effects of noise/error over extended periods of continuous robot operation with guaranteed reliability. Example Video |
Video Rules:
1.Your University of Bristol student ID card must be made visible at the start of your video recording. This constitutes your declaration that your video submission is your own independent work.
2.Your video must capture the performance of your robot running the code you developed. Your code submission will be checked against the performance demonstrated in the video.
3.You must provide a single video (no editing) that captures the performance of your robot completing the Foraging Challenge.
4.Once your robot has been powered-on, it must not be reset, touched or adjusted. At the point of interference, any further marks will be forfeit.
5.Your robot must have either the OLED or LCD display attached that shows the time remaining in seconds being updated from when your robot begins moving. Code for this functionality is provided for you.
6.The puck location must be determined by rolling the dice, and the puck must be placed on the corresponding map location by number. The puck must be centred on the location, covering the circle marking. If the puck is not placed centred on the location marking, the marks for collecting that puck may be forfeit.
Video Examples:
Beginner Difficulty, 50%
Intermediate Difficulty, 68%
Expert Difficulty, 95%
7.Once a puck has been placed, it must not be repositioned or touched. If your robot pushes the puck out of position, the robot must continue to visit all 6 locations before the robot can return to start to initiate a puck relocation procedure (Step 5 for Intermediate and Expert difficulty descriptions, see pages 11 & 12).
8.The rolling of the dice must be visible within the video recorded. If the dice rolling or final dice face are not visible, no marks will be awarded relating to that dice roll.
9.Your robot must always be visible within the video.
10.Your robot must adhere to the 4minute time limit policy for robot operation. Time will be measured from when your robot first moves. No marks will be awarded for pucks returned outside of 4 minutes.
11.You must use the clear plastic puck and magnet provided to you without alterations.
12.You must use the coursework map provided to you without alterations, with the exception of clear tape that may be used to join two sheets of paper together.
13.Your robot must be demonstrated to come to a complete stop before the video recording ends.
14.If your video URL is not valid, if your submitted code does not compile, or if your code cannot produce the behaviours demonstrated in your video, your Assessment 1 mark will be based solely on the achievement evidenced in your code only and by the academic judgement of the unit director.






Assessment 2 Specification, Summative (70%), Team Basis
Using the skills and software you have developed in Assessment 1 you must identify a scientific experiment to conduct with your robotic system. You should draw on critical insight(s) of your robotic system to form a hypothesis, to demonstrate via the analysis of collected results, of either:
Your ability to conceive of a scientific experiment, to conduct the experiment, and to communicate the results is representative of the depth of your understanding of a robotic system, allowing you to demonstrate skills of analysis, evaluation and synthesis.
You should make the Pololu 3PI+ robot the focal point of your study – therefore, you are strongly advised not to conduct a study that focuses on off-board/offline tools, such as machine learning, data fitting, statistical analysis, etc. These may be components of your work but keep your primary investment and interest on the robotic system (Pololu 3Pi+ robot). We are interested in substantiating new knowledge about the complex relationship between an autonomous robot and its task environment. For example, it is recommended you avoid a study that demonstrates Machine Learning can classify a dataset, because this substantiates knowledge on Machine Learning and not the robotic system.
Your experiment should be designed such that the body of work is reproducible and repeatable via a robust implementation and experiment methodology. The conclusions you can draw and the insight you can articulate will be underpinned by the credibility of the results presented. The value and significance of your work should be reflected in the introduction where context is provided, and in the analysis, evaluation and conclusion of your study.
These elements will be assessed by the evidence provided in your team submission of a 6-page report in a conference style. A template of a report is provided which also contains guidance.
Working in a team of 2,3 or 4 students, your team must produce a 6-page report which documents a scientific experiment conducted with your robotic system (Pololu 3Pi+). Your report must be based on and include data retrieved through empirical study of your robotic system. Your report should effectively communicate against the four criteria on the following page, which gives guidance on how they can be demonstrated.
Your team report will be assessed with consideration to the following Assessment 2 criteria below and the general University marking criteria and scales for level 7 (PGT/MSc). Feedback will be provided addressing the same criteria where appropriate. A spreadsheet of these same criteria and examples of common feedback is available on the Blackboard unit page
|
Criteria |
Weight |
Description |
What to look for: |
|
|
1 |
Situation of |
0.25 |
This can be generally understood as the "scholarly/academic To be considered primarily against the Introduction and |
A clear general description of the area of work/topic. - review the problem area investigated with implications to support - discuss the constraints/affordances of the project area to define scope. - increase the readers knowledge & understanding of specialist concepts sufficiently. - justify the scope/ambition of the work as appropriate. - support the merits of the specific investigation made. |
|
2 |
Technical |
0.3 |
This can be generally understood as the "technical contributions" concerning the critical thinking and insight of conception, design, This criteria can primarily be considered against the Implementation |
Sufficient technical detail for reproducibility, in both construction and Insightful technical discussion of rationale for attribution of work to student. Appropriate selection of methodological approaches for measurement for |
|
3 |
Knowledge |
0.3 |
This can be generally understood as the "knowledge contributions" This criteria can primarily be considered bridging the Hypothesis, |
Clear reasoning for insightful research questions/hypothesis. An experimental scenario/task that facilitates testing against a hypothesis. A clear line of argument that utilises evidence to support intellectual insight/products. Awareness and evaluation of potential limitations, such as interpretation of results, If engineering/solution focused: - a critical argument/hypothesis on which performance characteristics to - an argument for a fair and meaningful comparative study, to provide a artificial system. |
|
4 |
Presentation & Communication |
0.15 |
This can be generally understood as a "measure of Criteria 1,2,3 can be appraised broadly for information |
Clear structuring to the document, e.g. logical use of titled subsections. Internal document referencing (e.g. equations, figures) and sign-posting (sections) Critical thought exercised on which content to include and exclude. Communication that is concise and progressively builds the High attention to detail, without spurious, redundant and/or unreferenced elements. Clarity in the resolution of figures, captions, labels, etc. Correctness of terminology, formatting, use of concepts, etc. |
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