TU Berlin

Neural Information ProcessingGuo, Rong

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Rong Guo, Dr. rer. nat.

Lupe

Raum: MAR5051

Tel: 314-73628
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, meta, risk-sensitive)
  • Human decision making under uncertainty (Model-based fMRI, Psychophysics, Neuroeconomics)
  • Hierarchical Bayesian modeling
         

Supervising thesis

 Available thesis topics:

  • Risk-sensitive Deep Reinforcement Learning
  • Ensemble Learning in Deep Reinforcement Learning

Disclaimer:

I'm in general enthusiastic about RL and looking forward to interesting projects. A friend of mine wrote a nice disclaimer for his supervising profile, and I couldn't agree more. Please read the disclaimer before writing to me for a potential thesis project.

 

 

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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