6 ECTS credits
150 u studietijd
Aanbieding 1 met studiegidsnummer 4013067FNR voor alle studenten in het 1e en 2e semester met een gespecialiseerd master niveau.
The course will serve as an introduction to the basic concepts of single agent RL and slowly build up to advanced concepts leading to current state-of-the-art methods and Deep RL. More detailed information about the content can be found in canvas.
http://ai.vub.ac.be/courses/2020-2021/reinforcement_learning
knowledge and insight
The student has knowledge and insight in the domain of learning systems which allows him to possibly provide an original contribution to the domain.
The use of knowledge and insight
The student can combine the ideas covered in the course to obtain a suitable approach for a new problem.
Judgment ability
The student can judge autonomously the scientific papers in this domain.
Communication
The student can present the content of their final project to the other students and communicate his ideas on the solutions.
Skills
The student can autonomously search, read and implement papers in this area of research.
De beoordeling bestaat uit volgende opdrachtcategorieën:
HOC Groepswerk bepaalt 50% van het eindcijfer
WPO Praktijkopdracht bepaalt 50% van het eindcijfer
Binnen de categorie HOC Groepswerk dient men volgende opdrachten af te werken:
Binnen de categorie WPO Praktijkopdracht dient men volgende opdrachten af te werken:
Students will be evaluated based on following criteria:
• Course participation (each student will have to hand in solutions to at least 2 course exercises + participation in discussions). 10% (mandatory submission of exercises, at least 10/20 grade)
• Learning agent project (2nd semester)
• Project defense & report (2nd semester exam period) 90%
Deze aanbieding maakt deel uit van de volgende studieplannen:
Master in de ingenieurswetenschappen: computerwetenschappen: afstudeerrichting Artificiële Intelligentie
Master in de ingenieurswetenschappen: computerwetenschappen: afstudeerrichting Multimedia
Master in de ingenieurswetenschappen: computerwetenschappen: afstudeerrichting Software Languages and Software Engineering
Master in de ingenieurswetenschappen: computerwetenschappen: afstudeerrichting Data Management en Analytics
Master in Applied Sciences and Engineering: Computer Science: Artificial Intelligence (enkel aangeboden in het Engels)
Master in Applied Sciences and Engineering: Computer Science: Multimedia (enkel aangeboden in het Engels)
Master in Applied Sciences and Engineering: Computer Science: Software Languages and Software Engineering (enkel aangeboden in het Engels)
Master in Applied Sciences and Engineering: Computer Science: Data Management and Analytics (enkel aangeboden in het Engels)