A mathematical characterization of minimally sufficient robot brains

B Sakcak, KG Timperi, V Weinstein… - … Journal of Robotics …, 2024 - journals.sagepub.com
This paper addresses the lower limits of encoding and processing the information acquired
through interactions between an internal system (robot algorithms or software) and an …

The limits of learning and planning: Minimal sufficient information transition systems

B Sakcak, V Weinstein, SM LaValle - International Workshop on the …, 2022 - Springer
In this paper, we view a policy or plan as a transition system over a space of information
states that reflect a robot's or other observer's perspective based on limited sensing …

Reactivity and statefulness: Action-based sensors, plans, and necessary state

G McFassel, DA Shell - The International Journal of Robotics …, 2023 - journals.sagepub.com
Typically to a roboticist, a plan is the outcome of other work, a synthesized object that
realizes ends defined by some problem; plans qua plans are seldom treated as first-class …