==== Tutorials ===== ^ T^ Date^ Tutor ^ Deadline ^ Contents ^ Materials ^ | 1| 4.10.| PR | | Introduction, Python environment | {{:courses:b4m36smu:tutorials:tutorial1.pdf|PDF}} | | 2| 27.2.| JB | | PEAS agent model, environment properties, input/output types of machine learning models, demos | {{:courses:b4m36smu:tutorials:introtestsolution.pdf|solution to entrance test}} {{:courses:b4m36smu:tutorial2.pdf|Slides}} | | 3| 6.3.| JB | | Learning conjunctive and disjunctive concepts | {{:courses:b4m36smu:tutorial3.pdf|}} {{:courses:b4m36smu:cv3_student.py|}} {{:courses:b4m36smu:cv3_referential_solution.py|}}| | 4| 13.3.| JB | | Assignment of the first student project | {{:courses:b4m36smu:project1.zip|}} {{:courses:b4m36smu:smu_student_projects.pdf|}} | | 5| 20.3.| OH | | Bayesian Networks - semantics | {{:courses:b4m36smu:tutorial1.zip|}} | | 6| 27.3.| OH | | Bayesian Networks - inference |{{:courses:b4m36smu:tutorial2.zip|}} | | 7| 3.4.| OH | | Assignment of the second student project |{{:courses:b4m36smu:smu_project_v1.01.pdf|}} {{:courses:b4m36smu:project.zip|}} | | 8| 10.4.| MS | | Inductive Logic Programming - learning from interpretations | {{:courses:b4m36smu:ilp1.pdf|}} {{:courses:b4m36smu:ilptutorial1.zip|}} | | 9| 24.4.| MS | 9. 5. 2017 | Inductive Logic Programming - learning from clauses | {{:courses:b4m36smu:ilp2nassignment.pdf|}} {{:courses:b4m36smu:ilpassignment_1.0.2.zip|}} | | | 10| **2.5.**| MS | | ILP, Q&A | {{:courses:b4m36smu:ilp3_v1.1.pdf|}} | | 11|**11.5.**| PR | | Reinforcement learning demos and introduction | {{courses:b4m36smu:tutorials:rltutorial1.zip}}, {{courses:b4m36smu:tutorials:rltutorial1-handout.pdf|slides}} | | 12| 15.5.| PR | 06/02/2017 (5am) | ILP example, Assignment of the fourth project | {{courses:b4m36smu:tutorials:project4.zip| zip (v 1.0.3)}}, {{courses:b4m36smu:tutorials:project4spec.pdf| pdf (v 1.0.3)}} | | 13| 22.5.| PR | | Passive reinforcement learning agents, TD methods | {{courses:b4m36smu:tutorials:rltutorial3.zip|zip}}, {{courses:b4m36smu:tutorials:rltutorial3.pdf|slides}} |