Joint Learning of Reward Machines and Policies in Environments with
Partially Known Semantics

Joint Learning of Reward Machines and Policies in Environments with Partially Known Semantics

20 April 2022

Christos K. Verginis

Cevahir Köprülü

Sandeep P. Chinchali

Ufuk Topcu

Papers citing "Joint Learning of Reward Machines and Policies in Environments with Partially Known Semantics"

6 / 6 papers shown

Title
Neural Reward Machines Elena Umili F. Argenziano Roberto Capobianco NAI 23 2 0 16 Aug 2024
Reward Machines for Deep RL in Noisy and Uncertain Environments Andrew C. Li Zizhao Chen Toryn Q. Klassen Pashootan Vaezipoor Rodrigo Toro Icarte Sheila A. McIlraith 46 6 0 31 May 2024
Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines Andrew C. Li Zizhao Chen Pashootan Vaezipoor Toryn Q. Klassen Rodrigo Toro Icarte Sheila A. McIlraith OffRL 10 9 0 20 Nov 2022
Learning Task Automata for Reinforcement Learning using Hidden Markov Models Alessandro Abate Y. Almulla James Fox David Hyland Michael Wooldridge OffRL 12 5 0 25 Aug 2022
Hierarchies of Reward Machines Daniel Furelos-Blanco Mark Law Anders Jonsson Krysia Broda A. Russo 6 8 0 31 May 2022
Induction of Subgoal Automata for Reinforcement Learning Daniel Furelos-Blanco Mark Law A. Russo Krysia Broda Anders Jonsson 37 31 0 29 Nov 2019