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Open Quantum Systems Decoherence
Quantum Machine Learning
Quantum Simulation
A Projective Simulation Scheme for Partially-Observable Multi-Agent Systems
arXiv
Authors: Rasoul Kheiri
Year
2016
Paper ID
42677
Status
Preprint
Abstract Read
~2 min
Abstract Words
62
Citations
N/A
Abstract
We introduce a kind of partial observability to the projective simulation (PS) learning method. It is done by adding a belief projection operator and an observability parameter to the original framework of the efficiency of the PS model. I provide theoretical formulations, network representations, and situated scenarios derived from the invasion toy problem as a starting point for some multi-agent PS models.
Why This Paper Matters
- This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
- It adds a 2016 reference point for readers tracking recent quantum research.
- We introduce a kind of partial observability to the projective simulation (PS) learning method.
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