Boris Belousov

Quick Info

Research Interests

Machine Learning, Robotics

Links

Publications Google Scholar Mendeley Profile Research Gate Personal Website

Contact Information

Mail
TU Darmstadt, FG IAS,
Hochschulstr. 10, 64289 Darmstadt
Office
Room E304, Building S2|02
work+49-6151-16-25387

Boris Belousov is a member of the SKILLS4ROBOTS project. Prior to joining IAS as a PhD student in February 2016, he received a MSc degree in Communications and Multimedia Engineering from Friedrich-Alexander-Universität Erlangen-Nürnberg and a BSc degree in applied mathematics and physics with a major in Electrical Engineering and Cybernetics from Moscow Institute of Physics and Technology.

Key References

For a full list of publications, see Publications.

Teaching / Supervision

Present

  • Teaching assistant for Reinforcement Learning (Winter 2018)
  • BS Thesis, Lennart Ebeling, Experimental validation of an MPC-POMDP model of ball catching
  • MS Thesis (co-supervised with Hany Abdulsamad), Pascal Klink, Generalization and transferability of learned policies
  • MS Thesis, Alymbek Sadybakasov, Learning tactile skills for architectural assembly
  • Integrated Project (Summer-Winter 2018) (co-supervised with Fabio Muratore), Jonas Eschmann, Robin Menzenbach, Christian Eilers, Underactuated trajectory-tracking control for long-exposure photography

Past

  • MS Thesis, David Nass, Risk-sensitive policy search with applications to robot-badminton
  • MS Thesis, Yunlong Song, Minimax and entropic proximal policy optimization
  • Teaching assistant for Statistical Machine Learning (Summer 2018)
  • Teaching assistant for Integrated Project (Winter 2017)
  • Integrated Project (Winter 2017), Alymbek Sadybakasov, Goal-directed reward generation
  • Integrated Project (Summer 2017), Alymbek Sadybakasov, Interpolation of skills in the game of robopong
  • Integrated Project (Winter 2016), Yunlong Song, Rong Zhi, Learning intuitive physics from videos
  • Integrated Project (Summer 2016), J. Tang, T. Staschewski, H. Gou, Playing badminton with robots

Talks and Presentations

  • 02.10.18, European Workshop on Reinforcement Learning
  • 02.07.18, International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
  • 14.03.17, Karniel Computational Motor Control Workshop
  • 06.12.16, Conference on Neural Information Processing Systems
  • 26.09.16, Robotics in the 21st century: Challenges and Promises, International Workshop

Reviews and Other Activities

  • Reviewer for Conference on Neural Information Processing Systems
  • Reviewer for AAAI Conference on Artificial Intelligence
  • Reviewer for Conference on Robot Learning

  

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