Seminar Robot Navigation - WS 2016/17 (original) (raw)

Info

Seminar Robot Navigation

Requirements & Information

List of Seminar Topics:

  1. P. Ondruska, J. Dequaire, D. Zeng Wang, I. Posner
    End-to-End Tracking and Semantic Segmentation Using Recurrent Neural Networks
  2. Jari Saarinen, Todor Stoyanov, Henrik Andreasson, Achim Lilienthal
    Fast 3D mapping in highly dynamic environments using normal distributions transform occupancy maps
  3. Clement L, Kelly J, and Barfoot T D.
    Robust Monocular Visual Teach and Repeat Aided by Local Ground Planarity and Color-Constant Imagery
  4. Rico Jonschkowski and Oliver Brock
    Learning State Representations with Robotic Priors
  5. Igor Bogoslavskyi and Cyrill Stachniss
    Fast Range Image-Based Segmentation of Sparse 3D Laser Scans for Online Operation
  6. Yuke Zhu, Roozbeh Mottaghi, Eric Kolve, Joseph J. Lim, Abhinav Gupta, Li Fei-Fei, Ali Farhadi
    Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning
  7. Connor Schenck, Dieter Fox
    Visual Closed-Loop Control for Pouring Liquids
  8. Luigi Palmieri, Andrey Rudenko, and Kai O. Arras
    A Fast Random Walk Approach to Find Diverse Paths for Robot Navigation
  9. David Held, Sebastian Thrun, Silvio Savarese
    Learning to Track at 100 FPS with Deep Regression Networks
  10. Kushleyev and Likhachev
    Time-bounded lattice for efficient planning in dynamic environments
  11. Duvallet, Felix and Walter, Matthew R and Howard, Thomas and Hemachandra, Sachithra and Oh, Jean and Teller, Seth and Roy, Nicholas and Stentz, Anthony
    Inferring maps and behaviors from natural language instructions
  12. Rafael Valencia, Jari Saarinen, Henrik Andreasson, Joan Vallve, Juan Andrade-Cetto and Achim J. Lilienthal
    Localization in highly dynamic environments using dual-timescale NDT-MCL
  13. Bolei Zhou, Agata Lapedriza, Jianxiong Xiao, Antonio Torralba, and Aude Oliva
    Learning Deep Features for Scene Recognition using Places Database
  14. Kai Wang, Boris Babenko and Serge Belongie
    End to end scene text recognition
  15. Markus Hehn, Raffaello D'Andrea
    Quadrocopter trajectory generation and control
  16. Aviv Tamar, Yi Wu, Garrett Thomas, Sergey Levine and Pieter Abbeel
    Value Iteration Networks