Angeliki Kamoutsi

According to our database, Angeliki Kamoutsi authored at least 6 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces.

Angeliki Kamoutsi, Peter Schmitt-Förster, Tobias Sutter, Volkan Cevher, John Lygeros

CoRR, 2024

2022

Stochastic convex optimization for provably efficient apprenticeship learning.

Angeliki Kamoutsi, Goran Banjac, John Lygeros

CoRR, 2022

Proximal Point Imitation Learning.

Luca Viano, Angeliki Kamoutsi, Gergely Neu, Igor Krawczuk, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations.

Angeliki Kamoutsi, Goran Banjac, John Lygeros

Proceedings of the 38th International Conference on Machine Learning, 2021

2017

On Infinite Linear Programming and the Moment Approach to Deterministic Infinite Horizon Discounted Optimal Control Problems.

Angeliki Kamoutsi, Tobias Sutter, Peyman Mohajerin Esfahani, John Lygeros

IEEE Control. Syst. Lett., 2017

Data-driven approximate dynamic programming: A linear programming approach.

Tobias Sutter, Angeliki Kamoutsi, Peyman Mohajerin Esfahani, John Lygeros

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017