Rati Devidze

Student of Computer Science

Rati Devidze

Email : "r.devidze" at "gmail.com"

Linkedin : Rati Devidze

Hello, and welcome to my webpage.


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:

-(Inverse)Reinforcement learning

-Machine teaching

-Machine learning

More information

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


Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
S. Tschiatschek, A. Ghosh, L. Haug, R. Devidze, A. Singla
In Proc. of the 33rd Conference on Neural Information Processing Systems (NeurIPS'19), 2019

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
( * Authors have contributed equally to this work)
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