More for Less: Safe Policy Improvement With Stronger Performance Guarantees

13 May 2023

Papers citing "More for Less: Safe Policy Improvement With Stronger Performance Guarantees"

6 / 6 papers shown

Title
Decision-Point Guided Safe Policy Improvement Abhishek Sharma Leo Benac S. Parbhoo Finale Doshi-Velez OffRL 30 0 0 12 Oct 2024
What Are the Odds? Improving the foundations of Statistical Model Checking Tobias Meggendorfer Maximilian Weininger Patrick Wienhoft 39 4 0 08 Apr 2024
Safe Policy Improvement Approaches on Discrete Markov Decision Processes Philipp Scholl Felix Dietrich Clemens Otte Steffen Udluft 24 5 0 28 Jan 2022
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 219 413 0 16 Feb 2021
Towards Safe Policy Improvement for Non-Stationary MDPs Yash Chandak Scott M. Jordan Georgios Theocharous Martha White Philip S. Thomas OffRL 71 33 0 23 Oct 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020