Distributional reinforcement learning with linear function approximation

Distributional reinforcement learning with linear function approximation

8 February 2019

Marc G. Bellemare

Nicolas Le Roux

Pablo Samuel Castro

Subhodeep Moitra

Papers citing "Distributional reinforcement learning with linear function approximation"

5 / 5 papers shown

Title
Foundations of Multivariate Distributional Reinforcement Learning Harley Wiltzer Jesse Farebrother Arthur Gretton Mark Rowland OffRL 43 2 0 31 Aug 2024
Off-policy Distributional Q( $λ$ ): Distributional RL without Importance Sampling Yunhao Tang Mark Rowland Rémi Munos Bernardo Avila-Pires Will Dabney OffRL 15 1 0 08 Feb 2024
Deep Reinforcement and InfoMax Learning Bogdan Mazoure Rémi Tachet des Combes T. Doan Philip Bachman R. Devon Hjelm AI4CE 27 108 0 12 Jun 2020
Learning to Score Behaviors for Guided Policy Optimization Aldo Pacchiano Jack Parker-Holder Yunhao Tang A. Choromańska K. Choromanski Michael I. Jordan 27 38 0 11 Jun 2019
Statistics and Samples in Distributional Reinforcement Learning Mark Rowland Robert Dadashi Saurabh Kumar Rémi Munos Marc G. Bellemare Will Dabney OffRL 22 88 0 21 Feb 2019