Scalable Bilinear $π$ Learning Using State and Action Features

Scalable Bilinear $π$ Learning Using State and Action Features

27 April 2018

Papers citing "Scalable Bilinear $π$ Learning Using State and Action Features"

13 / 13 papers shown

Title
A Two-Timescale Primal-Dual Framework for Reinforcement Learning via Online Dual Variable Guidance Axel Friedrich Wolter Tobias Sutter OffRL 39 0 0 07 May 2025
Offline Primal-Dual Reinforcement Learning for Linear MDPs Germano Gabbianelli Gergely Neu Nneka Okolo Matteo Papini OffRL 38 7 0 22 May 2023
Efficient Global Planning in Large MDPs via Stochastic Primal-Dual Optimization Gergely Neu Nneka Okolo 45 6 0 21 Oct 2022
Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations Angeliki Kamoutsi G. Banjac John Lygeros OffRL 31 7 0 28 Dec 2021
Near Optimal Policy Optimization via REPS Aldo Pacchiano Jonathan Lee Peter L. Bartlett Ofir Nachum 23 3 0 17 Mar 2021
A Provably Efficient Sample Collection Strategy for Reinforcement Learning Jean Tarbouriech Matteo Pirotta Michal Valko A. Lazaric OffRL 27 16 0 13 Jul 2020
Efficient Planning in Large MDPs with Weak Linear Function Approximation R. Shariff Csaba Szepesvári 39 22 0 13 Jul 2020
The Landscape of the Proximal Point Method for Nonconvex-Nonconcave Minimax Optimization Benjamin Grimmer Haihao Lu Pratik Worah Vahab Mirrokni 42 9 0 15 Jun 2020
Reinforcement Learning via Fenchel-Rockafellar Duality Ofir Nachum Bo Dai OffRL 16 118 0 07 Jan 2020
Feature-Based Q-Learning for Two-Player Stochastic Games Zeyu Jia Lin F. Yang Mengdi Wang 27 45 0 02 Jun 2019
A Kernel Loss for Solving the Bellman Equation Yihao Feng Lihong Li Qiang Liu 30 70 0 25 May 2019
Unknown mixing times in apprenticeship and reinforcement learning Tom Zahavy Alon Cohen Haim Kaplan Yishay Mansour OffRL 19 11 0 23 May 2019
State Aggregation Learning from Markov Transition Data Shiqi Wang Yizheng Chen Ahmed Abdou 18 54 0 06 Nov 2018