Provably Efficient Reinforcement Learning via Surprise Bound

22 February 2023

Papers citing "Provably Efficient Reinforcement Learning via Surprise Bound"

6 / 6 papers shown

Title
On the Limited Representational Power of Value Functions and its Links to Statistical (In)Efficiency David Cheikhi Daniel Russo OffRL 47 0 0 11 Mar 2024
Efficient Prompt Caching via Embedding Similarity Hanlin Zhu Banghua Zhu Jiantao Jiao RALM 28 9 0 02 Feb 2024
On Representation Complexity of Model-based and Model-free Reinforcement Learning Hanlin Zhu Baihe Huang Stuart Russell OffRL 33 3 0 03 Oct 2023
Exploring and Learning in Sparse Linear MDPs without Computationally Intractable Oracles Noah Golowich Ankur Moitra Dhruv Rohatgi 22 5 0 18 Sep 2023
Theoretical Hardness and Tractability of POMDPs in RL with Partial Online State Information Ming Shi Yingbin Liang Ness B. Shroff 31 2 0 14 Jun 2023
Optimism in Reinforcement Learning with Generalized Linear Function Approximation Yining Wang Ruosong Wang S. Du A. Krishnamurthy 135 135 0 09 Dec 2019