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Network architecture and action space analysis for deep reinforcement learning towards spacecraft autonomous guidance

Lorenzo Capra, Andrea Brandonisio, Michèle Lavagna

2022Advances in Space Research25 citationsDOIOpen Access PDF

Topics & Concepts

Reinforcement learningSpacecraftComputer sciencePartially observable Markov decision processArtificial intelligenceMarkov decision processArtificial neural networkAerospaceNASA Deep Space NetworkMarkov chainMachine learningMarkov processMarkov modelAerospace engineeringEngineeringMathematicsStatisticsSpace Satellite Systems and ControlSpacecraft Dynamics and ControlOptimization and Search Problems
Network architecture and action space analysis for deep reinforcement learning towards spacecraft autonomous guidance | Litcius