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TU Berlin

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Rong Guo, Dr. rer. nat.

Lupe

Raum: MAR5045 Tel: 314-73310

Fax: 314-73121
Email: rong.guo @ tu-berlin

Sekretariat MAR 5-6
Marchstr. 23
D-10587 Berlin

Consultation hour: please write an email to make an appointment

Research Interest:
  • Reinforcement learning (deep and safe)
  • Human decision making under uncertainty (Model-based fMRI, Psychophysics, Neuroeconomics)
  • Hierarchical Bayesian modeling
      

Supervising thesis

Available thesis topics:

  • Safe Exploration in Deep Reinforcement Learning
  • Risk-Sensitive Reinforcement Learning in AI Safety Gridworlds
  • Safe-constrained Transfer Learning
  • Safe Reinforcement Learning via Curriculum Induction
  • Safe Reinforcement Learning via Ensemble Learning

 

Supervised theses:

2021
Masterarbeit 

Kateryna Yasynska 

Risk-sensitive reinforcement learning in decision making 

2020 

Bachelorarbeit
Julien Look 

Comparing Synchronous and Asynchronous Reinforcement Learning 

2019 

Masterarbeit
Nikolas Höft 

Risk-sensitive Partially Observable Markov Decision Process: Modelling Human Choice under Perceptual Uncertainty

2018
Masterarbeit
Kwangjun Lee 

Hierarchical Drift-Diffusion Model on reward-based two-choice decision making process under perceptual and economic uncertainty

CV

since 05.2015 

NI, TU-Berlin
Postdoc
06.2013–05.2015 
NI, TU-Berlin
Wissenschaftliche Mitarbeiterin
11.2011–05.2015
Bernstein Center for Computational Neuroscience Berlin (BCCN)
Ph.D Training (Sensory Computation in Neural Systems)
05.2013–12.2014 

Institute of Systems Neuroscience, University Medical Center Hamburg-Eppendorf
Exchange Ph.D, supervised by Dr. Jan Gläscher
09.2004–04.2011
Northwestern Polytechnical University
Master of Engineering (Electrical Engineering)

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