Online Learning for Stochastic Shortest Path Model via Posterior Sampling

9 June 2021

Papers citing "Online Learning for Stochastic Shortest Path Model via Posterior Sampling"

10 / 10 papers shown

Title
Posterior Sampling-based Online Learning for Episodic POMDPs Dengwang Tang Dongze Ye Rahul Jain A. Nayyar Pierluigi Nuzzo OffRL 51 0 0 16 Oct 2023
Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need Danil Provodin Pratik Gajane Mykola Pechenizkiy M. Kaptein 39 0 0 27 Sep 2023
A Unified Algorithm for Stochastic Path Problems Christoph Dann Chen-Yu Wei Julian Zimmert 35 0 0 17 Oct 2022
A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning Christoph Dann M. Mohri Tong Zhang Julian Zimmert OffRL 18 33 0 23 Aug 2022
Convex duality for stochastic shortest path problems in known and unknown environments Kelli Francis-Staite 24 0 0 31 Jul 2022
Offline Stochastic Shortest Path: Learning, Evaluation and Towards Optimality Ming Yin Wenjing Chen Mengdi Wang Yu-Xiang Wang OffRL 30 4 0 10 Jun 2022
Policy Optimization for Stochastic Shortest Path Liyu Chen Haipeng Luo Aviv A. Rosenberg 19 12 0 07 Feb 2022
Learning Stochastic Shortest Path with Linear Function Approximation Steffen Czolbe Jiafan He Adrian V. Dalca Quanquan Gu 39 30 0 25 Oct 2021
Online Learning for Unknown Partially Observable MDPs Mehdi Jafarnia-Jahromi Rahul Jain A. Nayyar 34 20 0 25 Feb 2021
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Chen-Yu Wei Mehdi Jafarnia-Jahromi Haipeng Luo Hiteshi Sharma R. Jain 107 99 0 15 Oct 2019