Rati Devidze
Title
Cited by
Cited by
Year
Interactive teaching algorithms for inverse reinforcement learning
P Kamalaruban, R Devidze, V Cevher, A Singla
arXiv preprint arXiv:1905.11867, 2019
312019
Policy teaching via environment poisoning: Training-time adversarial attacks against reinforcement learning
A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla
International Conference on Machine Learning, 7974-7984, 2020
272020
Learner-aware teaching: Inverse reinforcement learning with preferences and constraints
S Tschiatschek, A Ghosh, L Haug, R Devidze, A Singla
arXiv preprint arXiv:1906.00429, 2019
202019
Learning to collaborate in markov decision processes
G Radanovic, R Devidze, D Parkes, A Singla
International Conference on Machine Learning, 5261-5270, 2019
192019
Policy teaching in reinforcement learning via environment poisoning attacks
A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla
Journal of Machine Learning Research 22 (210), 1-45, 2021
62021
Understanding the power and limitations of teaching with imperfect knowledge
R Devidze, F Mansouri, L Haug, Y Chen, A Singla
arXiv preprint arXiv:2003.09712, 2020
42020
Environment Shaping in Reinforcement Learning using State Abstraction
P Kamalaruban, R Devidze, V Cevher, A Singla
arXiv preprint arXiv:2006.13160, 2020
32020
Curriculum Design for Teaching via Demonstrations: Theory and Applications
G Yengera, R Devidze, P Kamalaruban, A Singla
arXiv preprint arXiv:2106.04696, 2021
2021
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
S Tschiatschek, A Gosh, L Haug, R Devidze, A Singla
Advances in Neural Information Processing Systems 32 6, 4122-4132, 2020
2020
Explicable Reward Design for Reinforcement Learning Agents
R Devidze, G Radanovic, P Kamalaruban, A Singla
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Articles 1–10