Distributional Bellman Operators over Mean Embeddings

Distributional Bellman Operators over Mean Embeddings

9 December 2023

Wenliang Kevin Li

Grégoire Delétang

Matthew Aitchison

Marcus Hutter

Arthur Gretton

Mark Rowland

Papers citing "Distributional Bellman Operators over Mean Embeddings"

8 / 8 papers shown

Title
Distributional Offline Policy Evaluation with Predictive Error Guarantees Runzhe Wu Masatoshi Uehara Wen Sun OffRL 45 14 0 19 Feb 2023
Fully Parameterized Quantile Function for Distributional Reinforcement Learning Derek Yang Li Zhao Zichuan Lin Tao Qin Jiang Bian Tie-Yan Liu OOD OffRL 51 136 0 05 Nov 2019
Quantile QT-Opt for Risk-Aware Vision-Based Robotic Grasping Cristian Bodnar A. Li Karol Hausman P. Pastor Mrinal Kalakrishnan OffRL 42 51 0 01 Oct 2019
Statistics and Samples in Distributional Reinforcement Learning Mark Rowland Robert Dadashi Saurabh Kumar Rémi Munos Marc G. Bellemare Will Dabney OffRL 51 89 0 21 Feb 2019
Implicit Quantile Networks for Distributional Reinforcement Learning Will Dabney Georg Ostrovski David Silver Rémi Munos OffRL 96 531 0 14 Jun 2018
Hilbert Space Embeddings of Predictive State Representations Byron Boots Geoffrey J. Gordon Arthur Gretton 84 95 0 26 Sep 2013
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 106 3,002 0 19 Jul 2012
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 186 744 0 30 Jul 2009