Rati Devidze

Student of Computer Science

Rati Devidze

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Linkedin : Rati Devidze

Hello, and welcome to my webpage.

About:

My name is Rati Devidze and I am a PhD student in Machine Teaching Group at MPI-SWS , Saarbrücke, Germany.

My Interests

I like theoretical computer science and my interests are:

-Machine teaching

-Reinforcement learning

-Statistical learning

More information

For more information about me, please see my [C.V] .

Publications:

Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
S. Tschiatschek, A. Ghosh, L. Haug, R. Devidze, A. Singla
ArXiv 1906.00429

Learning to Collaborate in Markov Decision Processes
G. Radanovic, R. Devidze, D. Parkes, A. Singla
In Proc. of the 36th International Conference on Machine Learning (ICML'19), 2019

Interactive Teaching Algorithms for Inverse Reinforcement Learning
P. Kamalaruban, R. Devidze, V. Cevher, A. Singla
In Proc. of the 28th International Joint Conference on Artificial Intelligence (IJCAI'19), 2019

Assisted Inverse Reinforcement Learning
P. Kamalaruban, R. Devidze, T. Yeo, T. Mittal, V. Cevher, A. Singla
In Learning by Instruction Workshop at NeurIPS'18, 2018