Follow
Sobhan Miryoosefi
Title
Cited by
Cited by
Year
Bellman Eluder dimension: New rich classes of RL problems, and sample-efficient algorithms
C Jin, Q Liu, S Miryoosefi
Advances in Neural Information Processing Systems 34, 13406-13418, 2021
662021
Reinforcement learning with convex constraints
S Miryoosefi, K Brantley, H Daumé III, M Dudík, R Schapire
Advances in Neural Information Processing Systems 32, 14093-14102, 2019
652019
Constrained episodic reinforcement learning in concave-convex and knapsack settings
K Brantley, M Dudik, T Lykouris, S Miryoosefi, M Simchowitz, A Slivkins, ...
Advances in Neural Information Processing Systems 33, 16315-16326, 2020
222020
A simple reward-free approach to constrained reinforcement learning
S Miryoosefi, C Jin
International Conference on Machine Learning, 15666-15698, 2022
92022
Provable reinforcement learning with a short-term memory
Y Efroni, C Jin, A Krishnamurthy, S Miryoosefi
International Conference on Machine Learning, 5832-5850, 2022
72022
Provable Reinforcement Learning with Constraints and Function Approximation
SSM Yoosefi
Princeton University, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–6