Online Shielding for Reinforcement Learning

4 December 2022

Papers citing "Online Shielding for Reinforcement Learning"

9 / 9 papers shown

Title
Risk-Aware Safe Reinforcement Learning for Control of Stochastic Linear Systems Babak Esmaeili Nariman Niknejad Hamidreza Modares 9 0 0 14 May 2025
HypRL: Reinforcement Learning of Control Policies for Hyperproperties Tzu-Han Hsu Arshia Rafieioskouei Borzoo Bonakdarpour 41 0 0 07 Apr 2025
Human-aligned Safe Reinforcement Learning for Highway On-Ramp Merging in Dense Traffic Yang Li S. Yuan Yuan Chang Xiaolong Chen Qisong Yang Zhiyong Yang Hongmao Qin 41 0 0 04 Mar 2025
Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding Daniel Bethell Simos Gerasimou R. Calinescu Calum Imrie OffRL OnRL 39 0 0 28 May 2024
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning Arko Banerjee Kia Rahmani Joydeep Biswas Işıl Dillig 49 2 0 22 May 2024
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 53 6 0 12 Apr 2024
SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand S. Ramesh 25 5 0 03 Aug 2023
Constrained Exploration in Reinforcement Learning with Optimality Preservation Peter C. Y. Chen 11 0 0 05 Apr 2023
Safe Networked Robotics with Probabilistic Verification Sai Shankar Narasimhan Sharachchandra Bhat Sandeep Chinchali 44 2 0 17 Feb 2023