Sungil Son

Temporal Action Representation Learning for Tactical Resource Control and Subsequent Maneuver Generation

Autonomous robotic systems should reason about resource control and its impact on subsequent maneuvers, especially when operating with limited energy budgets or restricted sensing. Learning-based control is effective in handling complex dynamics and represents the problem as a hybrid action space un…