Active Learning with Safety Constraints

22 June 2022

Papers citing "Active Learning with Safety Constraints"

11 / 11 papers shown

Title
Constrained Linear Thompson Sampling Aditya Gangrade Venkatesh Saligrama 34 0 0 03 Mar 2025
Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints Udvas Das Debabrota Basu 26 0 0 24 Oct 2024
Testing the Feasibility of Linear Programs with Bandit Feedback Aditya Gangrade Aditya Gopalan Venkatesh Saligrama Clayton Scott 26 1 0 21 Jun 2024
SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP Subhojyoti Mukherjee Josiah P. Hanna Robert Nowak OffRL 51 0 0 04 Jun 2024
Pure Exploration for Constrained Best Mixed Arm Identification with a Fixed Budget Dengwang Tang Rahul Jain Ashutosh Nayyar Pierluigi Nuzzo 48 0 0 23 May 2024
Fair Active Learning in Low-Data Regimes Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin Jamieson FaML 24 1 0 13 Dec 2023
Incentivized Collaboration in Active Learning Lee Cohen Han Shao FedML 25 0 0 01 Nov 2023
Directional Optimism for Safe Linear Bandits Spencer Hutchinson Berkay Turan M. Alizadeh 18 8 0 29 Aug 2023
Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning Pier Giuseppe Sessa Pierre Laforgue Nicolò Cesa-Bianchi Andreas Krause 21 2 0 03 Aug 2023
Learning Safety Constraints from Demonstrations with Unknown Rewards David Lindner Xin Chen Sebastian Tschiatschek Katja Hofmann Andreas Krause 20 17 0 25 May 2023
Safe Linear Bandits over Unknown Polytopes Aditya Gangrade Tianrui Chen Venkatesh Saligrama 35 6 0 27 Sep 2022