7 citations · 7 across the 5 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Tiny Recursive Control: Iterative Reasoning for Efficient Optimal Control
Amit Jain, Richard Linares
Neural network controllers increasingly demand millions of parameters, and language model approaches push into the billions. For embedded aerospace systems with strict power and la…
cs.LG2025
Multi-Phase Spacecraft Trajectory Optimization via Transformer-Based Reinforcement Learning
Amit Jain, Victor Rodriguez-Fernandez, Richard Linares
Autonomous spacecraft control for mission phases such as launch, ascent, stage separation, and orbit insertion remains a critical challenge due to the need for adaptive policies th…