Sparsity Inducing Representations for Policy Decompositions

15 September 2022

Papers citing "Sparsity Inducing Representations for Policy Decompositions"

9 / 9 papers shown

Title
Search Methods for Policy Decompositions Ashwin Khadke H. Geyer 16 1 0 29 Mar 2022
Policy Decomposition: Approximate Optimal Control with Suboptimality Estimates Ashwin Khadke H. Geyer 15 4 0 03 Mar 2021
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning Will Dabney André Barreto Mark Rowland Robert Dadashi John Quan Marc G. Bellemare David Silver 59 67 0 03 Jun 2020
Unsupervised State Representation Learning in Atari Ankesh Anand Evan Racah Sherjil Ozair Yoshua Bengio Marc-Alexandre Côté R. Devon Hjelm SSL 61 255 0 19 Jun 2019
DeepMDP: Learning Continuous Latent Space Models for Representation Learning Carles Gelada Saurabh Kumar Jacob Buckman Ofir Nachum Marc G. Bellemare BDL 81 287 0 06 Jun 2019
A Geometric Perspective on Optimal Representations for Reinforcement Learning Marc G. Bellemare Will Dabney Robert Dadashi Adrien Ali Taïga Pablo Samuel Castro Nicolas Le Roux Dale Schuurmans Tor Lattimore Clare Lyle 57 90 0 31 Jan 2019
Model-Based Control Using Koopman Operators Ian Abraham G. D. L. Torre Todd Murphey 61 106 0 05 Sep 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 517 19,065 0 20 Jul 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 202 8,859 0 04 Feb 2016