UiO University of Oslo

IN3050 - Spring 2021

Lecture videos

in3050_lecture_02_search_01_introduction.mp4

11:32

Jan. 16, 2021
in3050_lecture_02_search_02_exhaustive_search.mp4

03:07

Jan. 16, 2021
in3050_lecture_02_search_03_greedy_search_and_hill_climbing.mp4

05:39

Jan. 16, 2021
in3050_lecture_02_search_04_exploitation_and_exploration.mp4

08:13

Jan. 16, 2021
in3050_lecture_02_search_05_simulated_annealing.mp4

06:01

Jan. 16, 2021
in3050_lecture_02_search_06_continious_optimization_and_gradient_descent.mp4

13:30

Jan. 16, 2021
in3050_lecture_03_ea1_01_introduction_to_evolution.mp4

06:43

Dec. 6, 2021
in3050_lecture_03_ea1_02_evolutionary_algorithms.mp4

12:27

Dec. 6, 2021
in3050_lecture_03_ea1_03_components_of_an_evolutionary_algorithm.mp4

14:21

Dec. 6, 2021
in3050_lecture_03_ea1_04_binary_integer_and_real-valued_representations.mp4

16:03

Dec. 6, 2021
in3050_lecture_03_ea1_05_permutation_and_tree-based_representations.mp4

08:50

Dec. 6, 2021
in3050_lecture_03_ea1_06_example_of_a_simple_evolutionary_algorithm.mp4

09:35

Dec. 6, 2021
in3050_lecture_04_ea2_01_introduction_and_repitition.mp4

04:35

Jan. 30, 2021
in3050_lecture_04_ea2_02_selection.mp4

18:02

Jan. 30, 2021
in3050_lecture_04_ea2_03_diversity_preservation.mp4

11:41

Jan. 30, 2021
in3050_lecture_04_ea2_04_hybridization.mp4

20:53

Jan. 30, 2021
in3050_lecture_04_ea2_05_multi-objective_optimization.mp4

20:37

Jan. 30, 2021
in3050_lecture_11_ul_01_introduction.mp4

14:08

Mar. 13, 2021
in3050_lecture_11_ul_02_theory.mp4

26:53

Mar. 13, 2021
in3050_lecture_11_ul_03_types.mp4

27:38

Mar. 13, 2021
in3050_lecture_11_ul_04_pca.mp4

20:17

Mar. 13, 2021
in3050_lecture_11_ul_05_k-means.mp4

15:32

Mar. 13, 2021
in3050_lecture_11_ul_06_autoencoders.mp4

08:07

Mar. 13, 2021
in3050_lecture_12_rl_01_thereinforcementlearningproblem.mp4

18:06

Mar. 13, 2021
in3050_lecture_12_rl_02_rewardandactionselection.mp4

10:26

Mar. 13, 2021
in3050_lecture_12_rl_03_policyandvalue.mp4

07:43

Mar. 13, 2021
in3050_lecture_12_rl_04_theq-learningalgorithm.mp4

06:04

Mar. 13, 2021
in3050_lecture_12_rl_05_q-learningexample.mp4

22:30

Mar. 13, 2021
in3050_lecture_12_rl_06_on-policyandoff-policylearning.mp4

14:39

Mar. 13, 2021
lecture_01_decision_trees.mp4

29:04

Jan. 11, 2021
lecture_01_introduction_to_ml.mp4

10:20

Jan. 11, 2021
part1_genotype-to-phenotype.mp4

09:58

Apr. 14, 2021
part2_morphogens.mp4

16:34

Apr. 14, 2021
part3_cell_chemistry_and_rewrite_systems.mp4

18:46

Apr. 14, 2021
part4_rewrite_systems_and_ann_encodings.mp4

15:41

Apr. 14, 2021
part5_swarm_particle_swarm_optimization.mp4

15:37

Apr. 14, 2021
part6_ant_colony_optimization_and_reconfigurable_robots.mp4

11:10

Apr. 14, 2021

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