f-Divergence constrained policy improvement

f-Divergence constrained policy improvement

29 December 2017

Jan Peters

Papers citing "f-Divergence constrained policy improvement"

6 / 6 papers shown

Title
Divergence-Augmented Policy Optimization Qing Wang Yingru Li Jiechao Xiong Tong Zhang OffRL 52 16 0 28 Jan 2025
Near Optimal Policy Optimization via REPS Aldo Pacchiano Jonathan Lee Peter L. Bartlett Ofir Nachum 23 3 0 17 Mar 2021
Reinforcement Learning via Fenchel-Rockafellar Duality Ofir Nachum Bo Dai OffRL 16 118 0 07 Jan 2020
TD-Regularized Actor-Critic Methods Simone Parisi Voot Tangkaratt Jan Peters Mohammad Emtiyaz Khan OffRL 30 32 0 19 Dec 2018
Variational Inference with Tail-adaptive f-Divergence Dilin Wang Hao Liu Qiang Liu 27 55 0 29 Oct 2018
Path Consistency Learning in Tsallis Entropy Regularized MDPs Ofir Nachum Yinlam Chow Mohammad Ghavamzadeh 26 45 0 10 Feb 2018