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Performance Guarantees for Homomorphisms Beyond Markov Decision Processes

Performance Guarantees for Homomorphisms Beyond Markov Decision Processes

Sultan Javed Majeed
Marcus Hutter
ArXiv (abs)PDFHTML

Papers citing "Performance Guarantees for Homomorphisms Beyond Markov Decision Processes"

3 / 3 papers shown
Title
Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions
Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions
Sultan Javed Majeed
Marcus Hutter
OffRL
137
0
0
26 Dec 2021
Exact Reduction of Huge Action Spaces in General Reinforcement Learning
Exact Reduction of Huge Action Spaces in General Reinforcement Learning
Sultan Javed Majeed
Marcus Hutter
OffRL
35
8
0
18 Dec 2020
On the Generalization Gap in Reparameterizable Reinforcement Learning
On the Generalization Gap in Reparameterizable Reinforcement Learning
Huan Wang
Stephan Zheng
Caiming Xiong
R. Socher
117
41
0
29 May 2019