Autonomous Reconnaissance Trajectory Guidance at Small Near-Earth Asteroids via Reinforcement Learning

S Takahashi, DJ Scheeres - Journal of Guidance, Control, and …, 2023 - arc.aiaa.org
Autonomous capabilities could be an essential aspect of future near-Earth asteroid
exploration missions, enabling a fleet of low-cost spacecraft to be distributed to various …

Autonomous Maneuver Planning for Small-Body Reconnaissance via Reinforcement Learning

Z Chen, H Cui, Y Tian - Journal of Guidance, Control, and Dynamics, 2024 - arc.aiaa.org
This paper presents a reinforcement learning (RL) based approach for autonomous
maneuver planning of low-altitude flybys for site-specific reconnaissance of small bodies …

Stochastic Continuation of Trajectories in the Circular Restricted Three-Body Problem via Differential Algebra

G Acciarini, N Baresi, DJB Lloyd, D Izzo - arXiv preprint arXiv:2405.18909, 2024 - arxiv.org
Numerical continuation techniques are powerful tools that have been extensively used to
identify particular solutions of nonlinear dynamical systems and enable trajectory design in …

Autonomous mission design in extreme orbit environments

DA Surovik - 2016 - search.proquest.com
An algorithm for autonomous online mission design at asteroids, comets, and small moons
is developed to meet the novel challenges of their complex non-Keplerian orbit …

[PDF][PDF] (Advanced Concepts Team, European Space Agency, European Space Research and TechnologyCentre (ESTEC), Keplerlaan 1, 2201 AZ Noordwijk, The …

G Acciarini, N Baresi, DJB Lloyd, D Izzo - openresearch.surrey.ac.uk
Numerical continuation techniques are powerful tools that have been extensively used to
identify particular solutions of nonlinear dynamical systems and enable trajectory design in …

[PDF][PDF] Non-Keplerian Trajectory Planning via Heuristic-Guided Objective Reachability Analysis

DA Surovik, DJ Scheeres - 2017 - indico.esa.int
In many space exploration scenarios of great interest, such as close-range orbits at
asteroids and comets, spacecraft motion cannot be effectively approximated using Kepler's …

[PDF][PDF] IAC-21, C1, 3, 1, x64321 Autonomous Reconnaissance Trajectory Guidance at Small Near-Earth Asteroids using Reinforcement Learning Shota Takahashia …

S Takahashia - 2021 - researchgate.net
Autonomous capability could be a pivotal element for future near-Earth asteroid (NEA)
exploration, where a fleet of low-cost spacecraft is distributed to various targets for increased …