Welcome to the webpage of practicals for the course Nature inspired algorithms NAIL119 taught in the summer semester 2023/2024! We meet at 10:40 in the SU1 classroom.
My mail kadlecova -at- cs.cas.cz, office hours upon agreement. Here is the link to the code, and here is the link to the lecture taught by Martin Pilát.
Credit is given for solving three homeworks assigned during the semester. The homeworks will be assigned at the exercises dedicated to the respective topic (they can be submitted earlier, which does not necessarily mean earlier correction :-) ). The tasks are the same as for the other (Czech) exercises.
Deadline for each homework is the evening after this exercise. The assignments are here:
We will practice topics from the lecture. In addition, you can look forward to expanding topics such as experimental design, or using wandb, tmux, and metacentrum for easier life during experiment processing. If enough time, I will also show you how to create Python packages.
| 20. 2. 2024 | Intro |
| 27. 2. 2024 | Reinforcement learning |
| 5. 3. 2024 | Cancelled due to illness |
| 12. 3. 2024 | Evolutionary algorithms - intro |
| 19. 3. 2024 | Evolutionary algorithms - continuous problems |
| 26. 3. 2024 | Evolutionary algorithms - genetic programming |
| 2. 4. 2024 | Cancelled because there is no lecture due to Easter |
| 9. 4. 2024 | Neural networks - intro |
| 16. 4. 2024 | Neural networks - RBF and recurrent nets |
| 23. 4. 2024 | Neural networks - convolutional neural nets |
| 30. 4. 2024 | Neuroevolution |
| 7. 5. 2024 | Swarm optimization algorithms |
| 14. 5. 2024 | Cancelled due to the University-wide sports day |
| 21. 5. 2024 | Deep reinforcement learning (+ Artificial Life) |