Teknologiseminar

From Robin

Meeting structure

Place: ROBIN pause area, 4th floor Ole-Johan Dahls hus

12:00-12:15 Brief exchange of recent news, plans etc.

12:15-13:00 Technology / Own Research / Journal review (see guidelines), including discussion

Dates and subjects - Fall 2020 – Thursdays 12:00-13:00

5-10 min housekeeping updates + talks/roundtable

When	Who 1	Content 1: Title and type (tech/res/review)	Who 2	Content 2: Title and type (tech/res/review)
17.09	Frank	Research status and preliminary results/ideas
15.10
05.11	Tom F. Hansen	Introduction, machine learning for automation in underground construction (research)
26.11	Minh	Machine learning for speech mood recognition (research)
10.12

Overview of earlier seminars

Examples of interesting topics for technology introduction

Feel free to add topics to the wishlist!

• Robotics
  • Reinforcement learning for robotics
  • SLAM
  • embodied cognition
  • Swarm

• Neural networks
  • Recursive NNs and LSTMs
  • NEAT / HyperNEAT
  • Deep NNs

• Evolutionary algorithms and other types of optimization
  • Performance comparison of EAs (statistical tests)
  • Differential evolution
  • Diversity preservation methods
  • Novelty search, MAP-Elites and variants
  • Bayesian optimization

• Tools
  • R
  • Python as alternative to R, incl. matplotlib
  • ROS
  • Deep learning frameworks and practice