Learning to Compose Skills

Learning to Compose Skills

30 November 2017

Papers citing "Learning to Compose Skills"

11 / 11 papers shown

Title
Multi-CALF: A Policy Combination Approach with Statistical Guarantees Georgiy Malaniya Anton Bolychev Grigory Yaremenko Anastasia Krasnaya Pavel Osinenko 56 0 0 18 May 2025
Meta Learning Shared Hierarchies Kevin Frans Jonathan Ho Xi Chen Pieter Abbeel John Schulman 50 350 0 26 Oct 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning Junhyuk Oh Satinder Singh Honglak Lee Pushmeet Kohli OffRL 110 269 0 15 Jun 2017
Hybrid Reward Architecture for Reinforcement Learning H. V. Seijen Mehdi Fatemi Joshua Romoff Romain Laroche Tavian Barnes Jeffrey Tsang 29 252 0 13 Jun 2017
Environment-Independent Task Specifications via GLTL Michael L. Littman Ufuk Topcu Jie Fu Charles Isbell Min Wen J. MacGlashan 46 144 0 14 Apr 2017
FeUdal Networks for Hierarchical Reinforcement Learning A. Vezhnevets Simon Osindero Tom Schaul N. Heess Max Jaderberg David Silver Koray Kavukcuoglu FedML 73 902 0 03 Mar 2017
Modular Multitask Reinforcement Learning with Policy Sketches Jacob Andreas Dan Klein Sergey Levine OffRL 92 460 0 06 Nov 2016
The Option-Critic Architecture Pierre-Luc Bacon J. Harb Doina Precup OffRL 50 1,076 0 16 Sep 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 51 1,133 0 20 Apr 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 166 8,805 0 04 Feb 2016
Constructing Abstraction Hierarchies Using a Skill-Symbol Loop George Konidaris 20 42 0 25 Sep 2015