The Central Role of the Loss Function in Reinforcement Learning

19 September 2024

Kaiwen Wang

Nathan Kallus

Wen Sun

Papers citing "The Central Role of the Loss Function in Reinforcement Learning"

4 / 4 papers shown

Title
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Chenlu Ye Yujia Jin Alekh Agarwal Tong Zhang 88 0 0 04 Feb 2025
Diffusing States and Matching Scores: A New Framework for Imitation Learning Runzhe Wu Yiding Chen Gokul Swamy Kianté Brantley Wen Sun DiffM 19 3 0 17 Oct 2024
Second Order Bounds for Contextual Bandits with Function Approximation Aldo Pacchiano 28 3 0 24 Sep 2024
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes Andrew Bennett Nathan Kallus M. Oprescu Wen Sun Kaiwen Wang AAML OffRL 26 1 0 29 Mar 2024