Path Consistency Learning in Tsallis Entropy Regularized MDPs

10 February 2018

Papers citing "Path Consistency Learning in Tsallis Entropy Regularized MDPs"

12 / 12 papers shown

Title
Divergence-Augmented Policy Optimization Qing Wang Yingru Li Jiechao Xiong Tong Zhang OffRL 47 16 0 28 Jan 2025
q-exponential family for policy optimization Lingwei Zhu Haseeb Shah Han Wang Yukie Nagai Martha White OffRL 78 0 0 14 Aug 2024
Learning accurate and interpretable tree-based models Maria-Florina Balcan Dravyansh Sharma 47 7 0 24 May 2024
Bridging the Gap between Newton-Raphson Method and Regularized Policy Iteration Zeyang Li Chuxiong Hu Yunan Wang Guojian Zhan Jie Li Shengbo Eben Li 32 0 0 11 Oct 2023
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization Haoran Xu Li Jiang Jianxiong Li Zhuoran Yang Zhaoran Wang Victor Chan Xianyuan Zhan OffRL 36 73 0 28 Mar 2023
Estimating Optimal Infinite Horizon Dynamic Treatment Regimes via pT-Learning Wenzhuo Zhou Ruoqing Zhu Annie Qu 40 22 0 20 Oct 2021
Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence Wenhao Zhan Shicong Cen Baihe Huang Yuxin Chen Jason D. Lee Yuejie Chi 21 76 0 24 May 2021
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity Kaipeng Zhang Sham Kakade Tamer Bacsar Lin F. Yang 47 120 0 15 Jul 2020
Variational Model-based Policy Optimization Yinlam Chow Brandon Cui Moonkyung Ryu Mohammad Ghavamzadeh OffRL 13 12 0 09 Jun 2020
Mirror Descent Policy Optimization Manan Tomar Lior Shani Yonathan Efroni Mohammad Ghavamzadeh 25 83 0 20 May 2020
Multi-Path Policy Optimization L. Pan Qingpeng Cai Longbo Huang 18 2 0 11 Nov 2019
Maximum Causal Tsallis Entropy Imitation Learning Kyungjae Lee Sungjoon Choi Songhwai Oh OOD 29 20 0 22 May 2018