Computational-Efficiency

End-to-End Efficient RL for Linear Bellman Complete MDPs with Deterministic Transitions

Pre-Print 2026

Sample and Oracle Efficient Reinforcement Learning for MDPs with Linearly-Realizable Value Functions

Pre-Print 2024

Efficient Model-Free Exploration in Low-Rank MDPs

Pre-Print 2023