Exploring and Learning in Sparse Linear MDPs without Computationally Intractable Oracles

18 September 2023

Papers citing "Exploring and Learning in Sparse Linear MDPs without Computationally Intractable Oracles"

2 / 2 papers shown

Title
Exploration is Harder than Prediction: Cryptographically Separating Reinforcement Learning from Supervised Learning Noah Golowich Ankur Moitra Dhruv Rohatgi OffRL 35 4 0 04 Apr 2024
Model-free Representation Learning and Exploration in Low-rank MDPs Aditya Modi Jinglin Chen A. Krishnamurthy Nan Jiang Alekh Agarwal OffRL 102 78 0 14 Feb 2021