Induction and Exploitation of Subgoal Automata for Reinforcement
Learning

Induction and Exploitation of Subgoal Automata for Reinforcement Learning

8 September 2020

Daniel Furelos-Blanco

Anders Jonsson

Papers citing "Induction and Exploitation of Subgoal Automata for Reinforcement Learning"

7 / 7 papers shown

Title
Learning Symbolic Persistent Macro-Actions for POMDP Solving Over Time Celeste Veronese Daniele Meli Alessandro Farinelli 37 0 0 06 May 2025
Analyzing Robustness of Angluin's L* Algorithm in Presence of Noise I. Khmelnitsky S. Haddad Lina Ye Benoît Barbot B. Bollig M. Leucker Daniel Neider Rajarshi Roy 15 1 0 21 Sep 2022
Learning Task Automata for Reinforcement Learning using Hidden Markov Models Alessandro Abate Y. Almulla James Fox David Hyland Michael Wooldridge OffRL 33 6 0 25 Aug 2022
Conflict-driven Inductive Logic Programming Mark Law 40 11 0 31 Dec 2020
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning Rodrigo Toro Icarte Toryn Q. Klassen Richard Valenzano Sheila A. McIlraith OffRL 46 216 0 06 Oct 2020
Reinforcement Learning with Non-Markovian Rewards Maor Gaon Ronen I. Brafman OffRL 46 76 0 05 Dec 2019
Induction of Subgoal Automata for Reinforcement Learning Daniel Furelos-Blanco Mark Law A. Russo Krysia Broda Anders Jonsson 48 33 0 29 Nov 2019