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Inferring Probabilistic Reward Machines from Non-Markovian Reward Processes for Reinforcement Learning
9 July 2021
Taylor Dohmen
Noah Topper
George K. Atia
Andre Beckus
Ashutosh Trivedi
Alvaro Velasquez
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Papers citing
"Inferring Probabilistic Reward Machines from Non-Markovian Reward Processes for Reinforcement Learning"
10 / 10 papers shown
Title
Learning Quantitative Automata Modulo Theories
Eric Hsiung
Swarat Chaudhuri
Joydeep Biswas
26
0
0
15 Nov 2024
Efficient Reinforcement Learning in Probabilistic Reward Machines
Xiaofeng Lin
Xuezhou Zhang
56
0
0
19 Aug 2024
Maximally Permissive Reward Machines
Giovanni Varricchione
N. Alechina
Mehdi Dastani
Brian Logan
38
0
0
15 Aug 2024
Detecting Hidden Triggers: Mapping Non-Markov Reward Functions to Markov
Gregory Hyde
Eugene Santos
27
0
0
20 Jan 2024
Learning Environment Models with Continuous Stochastic Dynamics
Martin Tappler
Edi Muškardin
B. Aichernig
Bettina Könighofer
AI4CE
29
1
0
29 Jun 2023
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
Chao Yu
Xuejing Zheng
H. Zhuo
OffRL
LRM
55
7
0
24 Apr 2023
Learning Task Automata for Reinforcement Learning using Hidden Markov Models
Alessandro Abate
Y. Almulla
James Fox
David Hyland
Michael Wooldridge
OffRL
25
5
0
25 Aug 2022
Joint Learning of Reward Machines and Policies in Environments with Partially Known Semantics
Christos K. Verginis
Cevahir Köprülü
Sandeep P. Chinchali
Ufuk Topcu
30
10
0
20 Apr 2022
Learning Quadruped Locomotion Policies using Logical Rules
David DeFazio
Yohei Hayamizu
Shiqi Zhang
18
2
0
23 Jul 2021
Reinforcement Learning with Non-Markovian Rewards
Maor Gaon
Ronen I. Brafman
OffRL
38
75
0
05 Dec 2019
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