Adaptive Approximate Policy Iteration

Adaptive Approximate Policy Iteration

8 February 2020

Yasin Abbasi-Yadkori

Csaba Szepesvári

Papers citing "Adaptive Approximate Policy Iteration"

14 / 14 papers shown

Title
Acceleration in Policy Optimization Veronica Chelu Tom Zahavy A. Guez Doina Precup Sebastian Flennerhag 43 0 0 18 Jun 2023
Concentration Phenomenon for Random Dynamical Systems: An Operator Theoretic Approach Muhammad Naeem Miroslav Pajic 17 1 0 07 Dec 2022
Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space Muhammad Naeem Miroslav Pajic 14 3 0 25 May 2022
Online Learning for Unknown Partially Observable MDPs Mehdi Jafarnia-Jahromi Rahul Jain A. Nayyar 20 20 0 25 Feb 2021
Improved Regret Bound and Experience Replay in Regularized Policy Iteration N. Lazić Dong Yin Yasin Abbasi-Yadkori Csaba Szepesvári OffRL 6 17 0 25 Feb 2021
Near-optimal Policy Optimization Algorithms for Learning Adversarial Linear Mixture MDPs Jiafan He Dongruo Zhou Quanquan Gu 95 23 0 17 Feb 2021
Nearly Minimax Optimal Regret for Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation Yue Wu Dongruo Zhou Quanquan Gu 11 21 0 15 Feb 2021
Optimization Issues in KL-Constrained Approximate Policy Iteration N. Lazić Botao Hao Yasin Abbasi-Yadkori Dale Schuurmans Csaba Szepesvári 19 10 0 11 Feb 2021
Average-reward model-free reinforcement learning: a systematic review and literature mapping Vektor Dewanto George Dunn A. Eshragh M. Gallagher Fred Roosta 6 27 0 18 Oct 2020
Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy Zuyue Fu Zhuoran Yang Zhaoran Wang 15 42 0 02 Aug 2020
Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation Chen-Yu Wei Mehdi Jafarnia-Jahromi Haipeng Luo Rahul Jain 11 43 0 23 Jul 2020
Learning Expected Reward for Switched Linear Control Systems: A Non-Asymptotic View Muhammad Naeem Miroslav Pajic 6 1 0 15 Jun 2020
A Model-free Learning Algorithm for Infinite-horizon Average-reward MDPs with Near-optimal Regret Mehdi Jafarnia-Jahromi Chen-Yu Wei Rahul Jain Haipeng Luo 12 7 0 08 Jun 2020
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