Mohammed Amine Bennouna

Massachusetts Institue of Technology (MIT) - Operations Research Center

77 Massachusetts Avenue

Bldg. E 40-149

Cambridge, MA 02139

United States

http://https://www.mit.edu/~amineben/

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Scholarly Papers (1)

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Learning the Minimal Representation of a Dynamic System from Transition Data

Number of pages: 44 Posted: 18 Feb 2021 Last Revised: 23 Apr 2021
Massachusetts Institue of Technology (MIT) - Operations Research Center, Babson College, Massachusetts Institute of Technology (MIT) - Sloan School of Management and Massachusetts Institute of Technology (MIT) - Operations Research Center
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Abstract:

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offline reinforcement learning, statistical learning, off-policy evaluation, data-driven decision making, state representation learning, MDP state aggregation