Reinforcement Learning Based Temporal Logic Control with Maximum Probabilistic Satisfaction

14 October 2020

Papers citing "Reinforcement Learning Based Temporal Logic Control with Maximum Probabilistic Satisfaction"

6 / 6 papers shown

Title
Reward Machines for Deep RL in Noisy and Uncertain Environments Andrew C. Li Zizhao Chen Toryn Q. Klassen Pashootan Vaezipoor Rodrigo Toro Icarte Sheila A. McIlraith 48 6 0 31 May 2024
Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications Jun Wang Hosein Hasanbeig Kaiyuan Tan Zihe Sun Y. Kantaros 35 3 0 28 Nov 2023
Temporal Logic Motion Planning with Convex Optimization via Graphs of Convex Sets Vince Kurtz Hai Lin 21 14 0 18 Jan 2023
Accelerated Reinforcement Learning for Temporal Logic Control Objectives Y. Kantaros 16 11 0 09 May 2022
Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic Mingyu Cai Mohammadhosein Hasanbeig Shaoping Xiao Alessandro Abate Z. Kan 80 86 0 24 Feb 2021
Receding Horizon Control Based Online Motion Planning with Partially Infeasible LTL Specifications Mingyu Cai Hao Peng Zhijun Li Hongbo Gao Z. Kan 35 21 0 23 Jul 2020