Single-Agent Reinforcement Learning for Scalable Earth-Observing Satellite Constellation Operations

Spacecraft Proximity Maneuvering and Rendezvous With Collision Avoidance Based on Reinforcement Learning

(2022) Qingyu Qu et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Event-Triggered Deep Reinforcement Learning for Dynamic Task Scheduling in Multisatellite Resource Allocation

(2022) Kaixin Cui et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Deep Reinforcement Learning for Spacecraft Proximity Operations Guidance

(2021) Kirk Hovell et al.   JOURNAL OF SPACECRAFT AND ROCKETS

Scheduling of a Constellation of Satellites: Creating a Mixed-Integer Linear Model

(2021) Philippe Monmousseau   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Deep reinforcement learning and parameter transfer based approach for the multi-objective agile earth observation satellite scheduling problem

(2021) Luona Wei et al.   APPLIED SOFT COMPUTING

Generation of Spacecraft Operations Procedures Using Deep Reinforcement Learning

(2021) Andrew Harris et al.   JOURNAL OF SPACECRAFT AND ROCKETS

Adaptive guidance and integrated navigation with reinforcement meta-learning

(2020) Brian Gaudet et al.   ACTA ASTRONAUTICA

Agile Earth Observation Satellite Scheduling Over 20 Years: Formulations, Methods, and Future Directions

(2020) Xinwei Wang et al.   IEEE Systems Journal

An Online Distributed Satellite Cooperative Observation Scheduling Algorithm Based on Multiagent Deep Reinforcement Learning

(2020) Li Dalin et al.   IEEE Geoscience and Remote Sensing Letters

A Generic Markov Decision Process Model and Reinforcement Learning Method for Scheduling Agile Earth Observation Satellites

(2020) Yongming He et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Online scheduling of image satellites based on neural networks and deep reinforcement learning

(2019) Haijiao WANG et al.   Chinese Journal of Aeronautics

Mixed-integer programming models for optimal constellation scheduling given cloud cover uncertainty

(2018) Christopher G. Valicka et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A mixed integer linear programming model for multi-satellite scheduling

(2018) Xiaoyu Chen et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Optimization-based scheduling for the single-satellite, multi-ground station communication problem

(2015) Sara Spangelo et al.   COMPUTERS & OPERATIONS RESEARCH

Mixed-integer nonlinear optimization

(2013) Pietro Belotti et al.   ACTA NUMERICA