Options of Interest: Temporal Abstraction with Interest Functions

Options of Interest: Temporal Abstraction with Interest Functions

1 January 2020

Khimya Khetarpal

Martin Klissarov

Maxime Chevalier-Boisvert

Pierre-Luc Bacon

Papers citing "Options of Interest: Temporal Abstraction with Interest Functions"

15 / 15 papers shown

Title
Hierarchical Reinforcement Learning in Multi-Goal Spatial Navigation with Autonomous Mobile Robots Brendon Johnson Alfredo Weitzenfeld 98 1 0 26 Apr 2025
Subgoal Discovery Using a Free Energy Paradigm and State Aggregations Amirhossein Mesbah Reshad Hosseini Seyed Pooya Shariatpanahi M. N. Ahmadabadi 174 0 0 21 Dec 2024
The Termination Critic Anna Harutyunyan Will Dabney Diana Borsa N. Heess Rémi Munos Doina Precup OffRL 40 48 0 26 Feb 2019
Learnings Options End-to-End for Continuous Action Tasks Martin Klissarov Pierre-Luc Bacon J. Harb Doina Precup 50 55 0 30 Nov 2017
When Waiting is not an Option : Learning Options with a Deliberation Cost J. Harb Pierre-Luc Bacon Martin Klissarov Doina Precup 44 148 0 14 Sep 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 806 11,866 0 09 Mar 2017
FeUdal Networks for Hierarchical Reinforcement Learning A. Vezhnevets Simon Osindero Tom Schaul N. Heess Max Jaderberg David Silver Koray Kavukcuoglu FedML 84 904 0 03 Mar 2017
A Laplacian Framework for Option Discovery in Reinforcement Learning Marlos C. Machado Marc G. Bellemare Michael Bowling 81 262 0 02 Mar 2017
The Option-Critic Architecture Pierre-Luc Bacon J. Harb Doina Precup OffRL 62 1,082 0 16 Sep 2016
Unifying task specification in reinforcement learning Martha White OffRL 44 90 0 07 Sep 2016
Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering A. Srinivas Ramnandan Krishnamurthy Peeyush Kumar Balaraman Ravindran 52 41 0 17 May 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 68 1,134 0 20 Apr 2016
Adaptive Skills, Adaptive Partitions (ASAP) D. Mankowitz Timothy A. Mann Shie Mannor 38 58 0 10 Feb 2016
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning R. Sutton A. R. Mahmood Martha White 82 269 0 14 Mar 2015
Hierarchical Solution of Markov Decision Processes using Macro-actions Milos Hauskrecht Nicolas Meuleau L. Kaelbling T. Dean Craig Boutilier 86 328 0 30 Jan 2013